DNase-seq DNASE_SE Wed Mar 23 22:57:34 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:CA:00.0 Off | 0 | | N/A 38C P0 58W / 350W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-23_22-57-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/bigWigs/ENCSR819GAF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 157639 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157639 Number of peaks input: 42361 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42361 Number of non peaks input: 157638 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 157638 Number of non peaks input: 42361 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 42361 Number of peaks after removing outliers: 155904 Number of nonpeaks after removing outliers: 139418 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4357 [..............................] - ETA: 10:33:47 11/4357 [..............................] - ETA: 23s  21/4357 [..............................] - ETA: 23s 31/4357 [..............................] - ETA: 23s 41/4357 [..............................] - ETA: 23s 52/4357 [..............................] - ETA: 22s 63/4357 [..............................] - ETA: 22s 74/4357 [..............................] - ETA: 22s 85/4357 [..............................] - ETA: 21s 96/4357 [..............................] - ETA: 21s 107/4357 [..............................] - ETA: 21s 118/4357 [..............................] - ETA: 21s 129/4357 [..............................] - ETA: 21s 140/4357 [..............................] - ETA: 21s 151/4357 [>.............................] - ETA: 21s 162/4357 [>.............................] - ETA: 21s 173/4357 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ETA: 0s 4233/4357 [============================>.] - ETA: 0s 4244/4357 [============================>.] - ETA: 0s 4255/4357 [============================>.] - ETA: 0s 4266/4357 [============================>.] - ETA: 0s 4277/4357 [============================>.] - ETA: 0s 4288/4357 [============================>.] - ETA: 0s 4299/4357 [============================>.] - ETA: 0s 4310/4357 [============================>.] - ETA: 0s 4321/4357 [============================>.] - ETA: 0s 4332/4357 [============================>.] - ETA: 0s 4343/4357 [============================>.] - ETA: 0s 4354/4357 [============================>.] - ETA: 0s 4357/4357 [==============================] - ETA: 0s 4357/4357 [==============================] - 30s 5ms/step 2022-03-23_23-04-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/bigWigs/ENCSR819GAF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '17.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140681, 10) loading nonpeaks... got split:train for bed regions:(125299, 10) loading peaks... got split:valid for bed regions:(15223, 10) loading nonpeaks... got split:valid for bed regions:(14119, 10) Epoch 1/50 1/2418 [..............................] - ETA: 4:23:45 - loss: 775.1909 - logits_profile_predictions_loss: 720.2088 - logcount_predictions_loss: 3.1240 2/2418 [..............................] - ETA: 6:09 - loss: 16228.7224 - logits_profile_predictions_loss: 724.9779 - logcount_predictions_loss: 880.8946 3/2418 [..............................] - ETA: 6:08 - loss: 17946.0994 - logits_profile_predictions_loss: 727.6072 - logcount_predictions_loss: 978.3234 4/2418 [..............................] - ETA: 6:06 - loss: 17510.7548 - logits_profile_predictions_loss: 722.2495 - logcount_predictions_loss: 953.8924 5/2418 [..............................] - ETA: 6:06 - loss: 16628.0696 - logits_profile_predictions_loss: 715.4102 - logcount_predictions_loss: 904.1284 6/2418 [..............................] - ETA: 6:05 - loss: 15694.8085 - logits_profile_predictions_loss: 709.2781 - logcount_predictions_loss: 851.4506 7/2418 [..............................] - ETA: 6:05 - loss: 14819.4787 - logits_profile_predictions_loss: 706.1284 - logcount_predictions_loss: 801.8949 8/2418 [..............................] - ETA: 6:05 - loss: 14023.4454 - logits_profile_predictions_loss: 702.2909 - logcount_predictions_loss: 756.8838 9/2418 [..............................] - ETA: 6:05 - loss: 13308.0521 - logits_profile_predictions_loss: 698.4515 - logcount_predictions_loss: 716.4546 10/2418 [..............................] - ETA: 6:04 - loss: 12666.0128 - logits_profile_predictions_loss: 694.3761 - logcount_predictions_loss: 680.2066 11/2418 [..............................] - ETA: 6:04 - loss: 12089.0532 - logits_profile_predictions_loss: 690.4787 - logcount_predictions_loss: 647.6463 12/2418 [..............................] - ETA: 6:04 - loss: 11569.1746 - logits_profile_predictions_loss: 687.1893 - logcount_predictions_loss: 618.2946 13/2418 [..............................] - ETA: 6:04 - loss: 11098.4237 - logits_profile_predictions_loss: 684.0357 - logcount_predictions_loss: 591.7266 14/2418 [..............................] - ETA: 6:04 - loss: 10670.6697 - logits_profile_predictions_loss: 681.3097 - logcount_predictions_loss: 567.5773 15/2418 [..............................] - ETA: 6:03 - loss: 10280.0468 - logits_profile_predictions_loss: 678.6938 - logcount_predictions_loss: 545.5314 16/2418 [..............................] - ETA: 6:03 - loss: 9921.9814 - logits_profile_predictions_loss: 676.2220 - logcount_predictions_loss: 525.3273  17/2418 [..............................] - ETA: 6:03 - loss: 9592.3702 - logits_profile_predictions_loss: 673.7473 - logcount_predictions_loss: 506.7400 18/2418 [..............................] - ETA: 6:03 - loss: 9288.2470 - logits_profile_predictions_loss: 671.6157 - logcount_predictions_loss: 489.5813 19/2418 [..............................] - ETA: 6:03 - loss: 9006.3949 - logits_profile_predictions_loss: 669.4933 - logcount_predictions_loss: 473.6876 20/2418 [..............................] - ETA: 6:02 - loss: 8744.8846 - logits_profile_predictions_loss: 667.8333 - logcount_predictions_loss: 458.9234 21/2418 [..............................] - ETA: 6:02 - loss: 8501.1094 - logits_profile_predictions_loss: 666.1797 - logcount_predictions_loss: 445.1665 22/2418 [..............................] - ETA: 6:02 - loss: 8273.5804 - logits_profile_predictions_loss: 664.8216 - logcount_predictions_loss: 432.3159 23/2418 [..............................] - ETA: 6:02 - loss: 8060.3859 - logits_profile_predictions_loss: 663.4543 - logcount_predictions_loss: 420.2802 24/2418 [..............................] - ETA: 6:02 - loss: 7860.3932 - logits_profile_predictions_loss: 662.2894 - logcount_predictions_loss: 408.9832 25/2418 [..............................] - ETA: 6:02 - loss: 7672.3160 - logits_profile_predictions_loss: 661.2384 - logcount_predictions_loss: 398.3567 26/2418 [..............................] - ETA: 6:02 - loss: 7494.8244 - logits_profile_predictions_loss: 660.0615 - logcount_predictions_loss: 388.3388 27/2418 [..............................] - ETA: 6:01 - loss: 7327.2833 - logits_profile_predictions_loss: 659.0285 - logcount_predictions_loss: 378.8781 28/2418 [..............................] - ETA: 6:01 - loss: 7168.8224 - logits_profile_predictions_loss: 658.0901 - logcount_predictions_loss: 369.9280 29/2418 [..............................] - ETA: 6:01 - loss: 7018.8549 - logits_profile_predictions_loss: 657.3886 - logcount_predictions_loss: 361.4470 30/2418 [..............................] - ETA: 6:01 - loss: 6876.4786 - logits_profile_predictions_loss: 656.6971 - logcount_predictions_loss: 353.3967 31/2418 [..............................] - ETA: 6:01 - loss: 6741.0382 - logits_profile_predictions_loss: 655.9541 - logcount_predictions_loss: 345.7434 32/2418 [..............................] - ETA: 6:01 - loss: 6612.0039 - logits_profile_predictions_loss: 655.1564 - logcount_predictions_loss: 338.4573 33/2418 [..............................] - ETA: 6:01 - loss: 6489.0737 - logits_profile_predictions_loss: 654.4544 - logcount_predictions_loss: 331.5125 34/2418 [..............................] - ETA: 6:01 - loss: 6371.9204 - logits_profile_predictions_loss: 653.9403 - logcount_predictions_loss: 324.8853 35/2418 [..............................] - ETA: 6:00 - loss: 6259.9946 - logits_profile_predictions_loss: 653.4705 - logcount_predictions_loss: 318.5525 36/2418 [..............................] - ETA: 6:00 - loss: 6152.9590 - logits_profile_predictions_loss: 653.0574 - logcount_predictions_loss: 312.4944 37/2418 [..............................] - ETA: 6:00 - loss: 6050.4126 - logits_profile_predictions_loss: 652.6279 - logcount_predictions_loss: 306.6923 38/2418 [..............................] - ETA: 6:00 - loss: 5952.2427 - logits_profile_predictions_loss: 652.3489 - logcount_predictions_loss: 301.1304 39/2418 [..............................] - ETA: 6:00 - loss: 5858.0045 - logits_profile_predictions_loss: 652.0546 - logcount_predictions_loss: 295.7926 40/2418 [..............................] - ETA: 6:00 - loss: 5767.3811 - logits_profile_predictions_loss: 651.6801 - logcount_predictions_loss: 290.6649 41/2418 [..............................] - ETA: 5:59 - loss: 5680.2687 - logits_profile_predictions_loss: 651.3339 - logcount_predictions_loss: 285.7350 42/2418 [..............................] - ETA: 5:59 - loss: 5596.3988 - logits_profile_predictions_loss: 650.9545 - logcount_predictions_loss: 280.9912 43/2418 [..............................] - ETA: 5:59 - loss: 5515.6134 - logits_profile_predictions_loss: 650.5750 - logcount_predictions_loss: 276.4227 44/2418 [..............................] - ETA: 5:59 - loss: 5437.7158 - logits_profile_predictions_loss: 650.1745 - logcount_predictions_loss: 272.0194 45/2418 [..............................] - ETA: 5:59 - loss: 5362.5858 - logits_profile_predictions_loss: 649.7903 - logcount_predictions_loss: 267.7725 46/2418 [..............................] - ETA: 5:59 - loss: 5290.0222 - logits_profile_predictions_loss: 649.3763 - logcount_predictions_loss: 263.6731 47/2418 [..............................] - ETA: 5:58 - loss: 5219.9927 - logits_profile_predictions_loss: 649.0284 - logcount_predictions_loss: 259.7139 48/2418 [..............................] - ETA: 5:58 - loss: 5152.2842 - logits_profile_predictions_loss: 648.6705 - logcount_predictions_loss: 255.8872 49/2418 [..............................] - ETA: 5:58 - loss: 5086.7982 - logits_profile_predictions_loss: 648.3232 - logcount_predictions_loss: 252.1861 50/2418 [..............................] - ETA: 5:58 - loss: 5023.4725 - logits_profile_predictions_loss: 648.0306 - logcount_predictions_loss: 248.6047 51/2418 [..............................] - ETA: 5:58 - loss: 4962.1715 - logits_profile_predictions_loss: 647.7660 - logcount_predictions_loss: 245.1367 52/2418 [..............................] - ETA: 5:58 - loss: 4902.7898 - logits_profile_predictions_loss: 647.5205 - logcount_predictions_loss: 241.7767 53/2418 [..............................] - ETA: 5:58 - loss: 4845.2441 - logits_profile_predictions_loss: 647.2998 - logcount_predictions_loss: 238.5196 54/2418 [..............................] - ETA: 5:57 - loss: 4789.4423 - logits_profile_predictions_loss: 647.0975 - logcount_predictions_loss: 235.3605 55/2418 [..............................] - ETA: 5:57 - loss: 4735.2770 - logits_profile_predictions_loss: 646.8903 - logcount_predictions_loss: 232.2947 56/2418 [..............................] - ETA: 5:57 - loss: 4682.6715 - logits_profile_predictions_loss: 646.6756 - logcount_predictions_loss: 229.3180 57/2418 [..............................] - ETA: 5:57 - loss: 4631.5864 - logits_profile_predictions_loss: 646.4816 - logcount_predictions_loss: 226.4264 58/2418 [..............................] - ETA: 5:57 - loss: 4581.9258 - logits_profile_predictions_loss: 646.2790 - logcount_predictions_loss: 223.6163 59/2418 [..............................] - ETA: 5:57 - loss: 4533.6325 - logits_profile_predictions_loss: 646.0738 - logcount_predictions_loss: 220.8840 60/2418 [..............................] - ETA: 5:56 - loss: 4486.6641 - logits_profile_predictions_loss: 645.8800 - logcount_predictions_loss: 218.2264 61/2418 [..............................] - ETA: 5:56 - loss: 4440.9395 - logits_profile_predictions_loss: 645.6756 - logcount_predictions_loss: 215.6400 62/2418 [..............................] - ETA: 5:56 - loss: 4396.4680 - logits_profile_predictions_loss: 645.5135 - logcount_predictions_loss: 213.1224 63/2418 [..............................] - ETA: 5:56 - loss: 4353.1373 - logits_profile_predictions_loss: 645.3386 - logcount_predictions_loss: 210.6704 64/2418 [..............................] - ETA: 5:56 - loss: 4310.8919 - logits_profile_predictions_loss: 645.1433 - logcount_predictions_loss: 208.2812 65/2418 [..............................] - ETA: 5:56 - loss: 4269.7116 - logits_profile_predictions_loss: 644.9485 - logcount_predictions_loss: 205.9525 66/2418 [..............................] - ETA: 5:56 - loss: 4229.5409 - logits_profile_predictions_loss: 644.7411 - logcount_predictions_loss: 203.6818 67/2418 [..............................] - ETA: 5:55 - loss: 4190.3650 - logits_profile_predictions_loss: 644.5440 - logcount_predictions_loss: 201.4671 68/2418 [..............................] - ETA: 5:55 - loss: 4152.1518 - logits_profile_predictions_loss: 644.3601 - logcount_predictions_loss: 199.3064 69/2418 [..............................] - ETA: 5:55 - loss: 4114.8582 - logits_profile_predictions_loss: 644.1832 - logcount_predictions_loss: 197.1975 70/2418 [..............................] - ETA: 5:55 - loss: 4078.4582 - logits_profile_predictions_loss: 644.0223 - logcount_predictions_loss: 195.1384 71/2418 [..............................] - ETA: 5:55 - loss: 4042.9179 - logits_profile_predictions_loss: 643.8734 - logcount_predictions_loss: 193.1275 72/2418 [..............................] - ETA: 5:55 - loss: 4008.2273 - logits_profile_predictions_loss: 643.7553 - logcount_predictions_loss: 191.1632 73/2418 [..............................] - ETA: 5:55 - loss: 3974.3024 - logits_profile_predictions_loss: 643.6190 - logcount_predictions_loss: 189.2434 74/2418 [..............................] - ETA: 5:54 - loss: 3941.1404 - logits_profile_predictions_loss: 643.4869 - logcount_predictions_loss: 187.3667 75/2418 [..............................] - ETA: 5:54 - loss: 3908.7095 - logits_profile_predictions_loss: 643.3545 - logcount_predictions_loss: 185.5316 76/2418 [..............................] - ETA: 5:54 - loss: 3876.9924 - logits_profile_predictions_loss: 643.2277 - logcount_predictions_loss: 183.7366 77/2418 [..............................] - ETA: 5:54 - loss: 3845.9538 - logits_profile_predictions_loss: 643.0964 - logcount_predictions_loss: 181.9805 78/2418 [..............................] - ETA: 5:54 - loss: 3815.5800 - logits_profile_predictions_loss: 642.9691 - logcount_predictions_loss: 180.2620 79/2418 [..............................] - ETA: 5:54 - loss: 3785.8448 - logits_profile_predictions_loss: 642.8416 - logcount_predictions_loss: 178.5797 80/2418 [..............................] - ETA: 5:53 - loss: 3756.7262 - logits_profile_predictions_loss: 642.7133 - logcount_predictions_loss: 176.9326 81/2418 [>.............................] - ETA: 5:53 - loss: 3728.1875 - logits_profile_predictions_loss: 642.5688 - logcount_predictions_loss: 175.3193 82/2418 [>.............................] - ETA: 5:53 - loss: 3700.2138 - logits_profile_predictions_loss: 642.4117 - logcount_predictions_loss: 173.7388 83/2418 [>.............................] - ETA: 5:53 - loss: 3672.8075 - logits_profile_predictions_loss: 642.2602 - logcount_predictions_loss: 172.1902 84/2418 [>.............................] - ETA: 5:53 - loss: 3645.9539 - logits_profile_predictions_loss: 642.1171 - logcount_predictions_loss: 170.6726 85/2418 [>.............................] - ETA: 5:53 - loss: 3619.6255 - logits_profile_predictions_loss: 641.9720 - logcount_predictions_loss: 169.1849 86/2418 [>.............................] - ETA: 5:53 - loss: 3593.8032 - logits_profile_predictions_loss: 641.8230 - logcount_predictions_loss: 167.7262 87/2418 [>.............................] - ETA: 5:52 - loss: 3568.4763 - logits_profile_predictions_loss: 641.6739 - logcount_predictions_loss: 166.2956 88/2418 [>.............................] - ETA: 5:52 - loss: 3543.6372 - logits_profile_predictions_loss: 641.5319 - logcount_predictions_loss: 164.8924 89/2418 [>.............................] - ETA: 5:52 - loss: 3519.2635 - logits_profile_predictions_loss: 641.3889 - logcount_predictions_loss: 163.5156 90/2418 [>.............................] - ETA: 5:52 - loss: 3495.3511 - logits_profile_predictions_loss: 641.2537 - logcount_predictions_loss: 162.1646 91/2418 [>.............................] - ETA: 5:52 - loss: 3471.8743 - logits_profile_predictions_loss: 641.1150 - logcount_predictions_loss: 160.8386 92/2418 [>.............................] - ETA: 5:52 - loss: 3448.8298 - logits_profile_predictions_loss: 640.9813 - logcount_predictions_loss: 159.5369 93/2418 [>.............................] - ETA: 5:51 - loss: 3426.1901 - 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logits_profile_predictions_loss: 625.5073 - logcount_predictions_loss: 53.7367 379/2418 [===>..........................] - ETA: 5:21 - loss: 1569.2687 - logits_profile_predictions_loss: 625.4828 - logcount_predictions_loss: 53.6242 380/2418 [===>..........................] - ETA: 5:21 - loss: 1567.2727 - logits_profile_predictions_loss: 625.4582 - logcount_predictions_loss: 53.5122 381/2418 [===>..........................] - ETA: 5:21 - loss: 1565.2859 - logits_profile_predictions_loss: 625.4339 - logcount_predictions_loss: 53.4007 382/2418 [===>..........................] - ETA: 5:21 - loss: 1563.3086 - logits_profile_predictions_loss: 625.4099 - logcount_predictions_loss: 53.2897 383/2418 [===>..........................] - ETA: 5:20 - loss: 1561.3405 - logits_profile_predictions_loss: 625.3862 - logcount_predictions_loss: 53.1792 384/2418 [===>..........................] - ETA: 5:20 - loss: 1559.3816 - logits_profile_predictions_loss: 625.3626 - logcount_predictions_loss: 53.0693 385/2418 [===>..........................] - ETA: 5:20 - loss: 1557.4315 - logits_profile_predictions_loss: 625.3392 - logcount_predictions_loss: 52.9598 386/2418 [===>..........................] - ETA: 5:20 - loss: 1555.4902 - logits_profile_predictions_loss: 625.3157 - logcount_predictions_loss: 52.8508 387/2418 [===>..........................] - ETA: 5:20 - loss: 1553.5573 - logits_profile_predictions_loss: 625.2918 - logcount_predictions_loss: 52.7424 388/2418 [===>..........................] - ETA: 5:19 - loss: 1551.6326 - logits_profile_predictions_loss: 625.2675 - logcount_predictions_loss: 52.6344 389/2418 [===>..........................] - ETA: 5:19 - loss: 1549.7162 - logits_profile_predictions_loss: 625.2429 - logcount_predictions_loss: 52.5269 390/2418 [===>..........................] - ETA: 5:19 - loss: 1547.8088 - logits_profile_predictions_loss: 625.2188 - logcount_predictions_loss: 52.4199 391/2418 [===>..........................] - ETA: 5:19 - loss: 1545.9096 - logits_profile_predictions_loss: 625.1943 - logcount_predictions_loss: 52.3134 392/2418 [===>..........................] - ETA: 5:19 - loss: 1544.0193 - logits_profile_predictions_loss: 625.1703 - logcount_predictions_loss: 52.2073 393/2418 [===>..........................] - ETA: 5:18 - loss: 1542.1370 - logits_profile_predictions_loss: 625.1459 - logcount_predictions_loss: 52.1018 394/2418 [===>..........................] - ETA: 5:18 - loss: 1540.2628 - logits_profile_predictions_loss: 625.1213 - logcount_predictions_loss: 51.9967 395/2418 [===>..........................] - ETA: 5:18 - loss: 1538.3973 - logits_profile_predictions_loss: 625.0972 - logcount_predictions_loss: 51.8921 396/2418 [===>..........................] - ETA: 5:18 - loss: 1536.5397 - logits_profile_predictions_loss: 625.0727 - logcount_predictions_loss: 51.7879 397/2418 [===>..........................] - ETA: 5:18 - loss: 1534.6904 - logits_profile_predictions_loss: 625.0484 - logcount_predictions_loss: 51.6842 398/2418 [===>..........................] - ETA: 5:18 - loss: 1532.8493 - logits_profile_predictions_loss: 625.0242 - logcount_predictions_loss: 51.5810 399/2418 [===>..........................] - ETA: 5:17 - loss: 1531.0164 - logits_profile_predictions_loss: 625.0002 - logcount_predictions_loss: 51.4782 400/2418 [===>..........................] - ETA: 5:17 - loss: 1529.1918 - logits_profile_predictions_loss: 624.9765 - logcount_predictions_loss: 51.3759 401/2418 [===>..........................] - ETA: 5:17 - loss: 1527.3747 - logits_profile_predictions_loss: 624.9524 - logcount_predictions_loss: 51.2740 402/2418 [===>..........................] - ETA: 5:17 - loss: 1525.5644 - logits_profile_predictions_loss: 624.9273 - logcount_predictions_loss: 51.1726 403/2418 [====>.........................] - ETA: 5:17 - loss: 1523.7624 - logits_profile_predictions_loss: 624.9026 - logcount_predictions_loss: 51.0716 404/2418 [====>.........................] - ETA: 5:16 - loss: 1521.9680 - logits_profile_predictions_loss: 624.8778 - logcount_predictions_loss: 50.9710 405/2418 [====>.........................] - ETA: 5:16 - loss: 1520.1812 - logits_profile_predictions_loss: 624.8528 - logcount_predictions_loss: 50.8709 406/2418 [====>.........................] - ETA: 5:16 - loss: 1518.4023 - logits_profile_predictions_loss: 624.8281 - logcount_predictions_loss: 50.7713 407/2418 [====>.........................] - ETA: 5:16 - loss: 1516.6318 - logits_profile_predictions_loss: 624.8041 - logcount_predictions_loss: 50.6720 408/2418 [====>.........................] - ETA: 5:16 - loss: 1514.8686 - logits_profile_predictions_loss: 624.7799 - logcount_predictions_loss: 50.5732 409/2418 [====>.........................] - ETA: 5:15 - loss: 1513.1131 - logits_profile_predictions_loss: 624.7560 - logcount_predictions_loss: 50.4748 410/2418 [====>.........................] - ETA: 5:15 - loss: 1511.3648 - logits_profile_predictions_loss: 624.7318 - logcount_predictions_loss: 50.3769 411/2418 [====>.........................] - ETA: 5:15 - loss: 1509.6237 - logits_profile_predictions_loss: 624.7073 - logcount_predictions_loss: 50.2793 412/2418 [====>.........................] - ETA: 5:15 - loss: 1507.8898 - logits_profile_predictions_loss: 624.6827 - logcount_predictions_loss: 50.1822 413/2418 [====>.........................] - ETA: 5:15 - loss: 1506.1630 - logits_profile_predictions_loss: 624.6578 - logcount_predictions_loss: 50.0855 414/2418 [====>.........................] - ETA: 5:15 - loss: 1504.4442 - logits_profile_predictions_loss: 624.6337 - logcount_predictions_loss: 49.9892 415/2418 [====>.........................] - ETA: 5:14 - loss: 1502.7326 - logits_profile_predictions_loss: 624.6097 - logcount_predictions_loss: 49.8934 416/2418 [====>.........................] - ETA: 5:14 - loss: 1501.0291 - logits_profile_predictions_loss: 624.5864 - logcount_predictions_loss: 49.7979 417/2418 [====>.........................] - ETA: 5:14 - loss: 1499.3329 - logits_profile_predictions_loss: 624.5635 - logcount_predictions_loss: 49.7028 418/2418 [====>.........................] - ETA: 5:14 - loss: 1497.6438 - logits_profile_predictions_loss: 624.5405 - logcount_predictions_loss: 49.6081 419/2418 [====>.........................] - ETA: 5:14 - loss: 1495.9617 - logits_profile_predictions_loss: 624.5175 - logcount_predictions_loss: 49.5139 420/2418 [====>.........................] - ETA: 5:13 - loss: 1494.2866 - logits_profile_predictions_loss: 624.4945 - logcount_predictions_loss: 49.4200 421/2418 [====>.........................] - ETA: 5:13 - loss: 1492.6185 - logits_profile_predictions_loss: 624.4716 - logcount_predictions_loss: 49.3265 422/2418 [====>.........................] - ETA: 5:13 - loss: 1490.9573 - logits_profile_predictions_loss: 624.4487 - logcount_predictions_loss: 49.2334 423/2418 [====>.........................] - ETA: 5:13 - loss: 1489.3026 - logits_profile_predictions_loss: 624.4256 - logcount_predictions_loss: 49.1407 424/2418 [====>.........................] - ETA: 5:13 - loss: 1487.6545 - logits_profile_predictions_loss: 624.4021 - logcount_predictions_loss: 49.0484 425/2418 [====>.........................] - ETA: 5:13 - loss: 1486.0130 - logits_profile_predictions_loss: 624.3785 - logcount_predictions_loss: 48.9565 426/2418 [====>.........................] - ETA: 5:12 - loss: 1484.3787 - logits_profile_predictions_loss: 624.3554 - logcount_predictions_loss: 48.8650 427/2418 [====>.........................] - ETA: 5:12 - loss: 1482.7507 - logits_profile_predictions_loss: 624.3320 - logcount_predictions_loss: 48.7738 428/2418 [====>.........................] - ETA: 5:12 - loss: 1481.1297 - logits_profile_predictions_loss: 624.3090 - logcount_predictions_loss: 48.6830 429/2418 [====>.........................] - ETA: 5:12 - loss: 1479.5151 - logits_profile_predictions_loss: 624.2857 - logcount_predictions_loss: 48.5926 430/2418 [====>.........................] - ETA: 5:12 - loss: 1477.9070 - logits_profile_predictions_loss: 624.2624 - logcount_predictions_loss: 48.5025 431/2418 [====>.........................] - ETA: 5:11 - loss: 1476.3051 - logits_profile_predictions_loss: 624.2389 - logcount_predictions_loss: 48.4129 432/2418 [====>.........................] - ETA: 5:11 - loss: 1474.7095 - logits_profile_predictions_loss: 624.2153 - logcount_predictions_loss: 48.3235 433/2418 [====>.........................] - ETA: 5:11 - loss: 1473.1200 - logits_profile_predictions_loss: 624.1912 - logcount_predictions_loss: 48.2346 434/2418 [====>.........................] - ETA: 5:11 - loss: 1471.5366 - logits_profile_predictions_loss: 624.1669 - logcount_predictions_loss: 48.1460 435/2418 [====>.........................] - ETA: 5:11 - loss: 1469.9597 - logits_profile_predictions_loss: 624.1429 - logcount_predictions_loss: 48.0578 436/2418 [====>.........................] - ETA: 5:10 - loss: 1468.3890 - logits_profile_predictions_loss: 624.1186 - logcount_predictions_loss: 47.9699 437/2418 [====>.........................] - ETA: 5:10 - loss: 1466.8241 - logits_profile_predictions_loss: 624.0940 - logcount_predictions_loss: 47.8824 438/2418 [====>.........................] - ETA: 5:10 - loss: 1465.2653 - logits_profile_predictions_loss: 624.0693 - logcount_predictions_loss: 47.7952 439/2418 [====>.........................] - ETA: 5:10 - loss: 1463.7124 - logits_profile_predictions_loss: 624.0442 - logcount_predictions_loss: 47.7084 440/2418 [====>.........................] - ETA: 5:10 - loss: 1462.1650 - logits_profile_predictions_loss: 624.0186 - logcount_predictions_loss: 47.6220 441/2418 [====>.........................] - ETA: 5:10 - loss: 1460.6236 - logits_profile_predictions_loss: 623.9928 - logcount_predictions_loss: 47.5358 442/2418 [====>.........................] - ETA: 5:09 - loss: 1459.0883 - logits_profile_predictions_loss: 623.9671 - logcount_predictions_loss: 47.4501 443/2418 [====>.........................] - ETA: 5:09 - loss: 1457.5594 - logits_profile_predictions_loss: 623.9419 - logcount_predictions_loss: 47.3646 444/2418 [====>.........................] - ETA: 5:09 - loss: 1456.0368 - logits_profile_predictions_loss: 623.9169 - logcount_predictions_loss: 47.2795 445/2418 [====>.........................] - ETA: 5:09 - loss: 1454.5194 - logits_profile_predictions_loss: 623.8911 - logcount_predictions_loss: 47.1948 446/2418 [====>.........................] - ETA: 5:09 - loss: 1453.0082 - logits_profile_predictions_loss: 623.8656 - logcount_predictions_loss: 47.1104 447/2418 [====>.........................] - ETA: 5:08 - loss: 1451.5028 - logits_profile_predictions_loss: 623.8400 - logcount_predictions_loss: 47.0263 448/2418 [====>.........................] - ETA: 5:08 - loss: 1450.0028 - logits_profile_predictions_loss: 623.8140 - logcount_predictions_loss: 46.9425 449/2418 [====>.........................] - ETA: 5:08 - loss: 1448.5090 - logits_profile_predictions_loss: 623.7884 - logcount_predictions_loss: 46.8591 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logits_profile_predictions_loss: 623.6068 - logcount_predictions_loss: 46.2843 457/2418 [====>.........................] - ETA: 5:07 - loss: 1436.7608 - logits_profile_predictions_loss: 623.5806 - logcount_predictions_loss: 46.2034 458/2418 [====>.........................] - ETA: 5:07 - loss: 1435.3167 - logits_profile_predictions_loss: 623.5540 - logcount_predictions_loss: 46.1229 459/2418 [====>.........................] - ETA: 5:06 - loss: 1433.8780 - logits_profile_predictions_loss: 623.5273 - logcount_predictions_loss: 46.0427 460/2418 [====>.........................] - ETA: 5:06 - loss: 1432.4448 - logits_profile_predictions_loss: 623.5008 - logcount_predictions_loss: 45.9627 461/2418 [====>.........................] - ETA: 5:06 - loss: 1431.0170 - logits_profile_predictions_loss: 623.4741 - logcount_predictions_loss: 45.8831 462/2418 [====>.........................] - ETA: 5:06 - loss: 1429.5945 - logits_profile_predictions_loss: 623.4474 - logcount_predictions_loss: 45.8038 463/2418 [====>.........................] - ETA: 5:06 - loss: 1428.1772 - logits_profile_predictions_loss: 623.4206 - logcount_predictions_loss: 45.7248 464/2418 [====>.........................] - ETA: 5:05 - loss: 1426.7651 - logits_profile_predictions_loss: 623.3936 - logcount_predictions_loss: 45.6461 465/2418 [====>.........................] - ETA: 5:05 - loss: 1425.3586 - logits_profile_predictions_loss: 623.3670 - logcount_predictions_loss: 45.5677 466/2418 [====>.........................] - ETA: 5:05 - loss: 1423.9572 - logits_profile_predictions_loss: 623.3402 - logcount_predictions_loss: 45.4896 467/2418 [====>.........................] - ETA: 5:05 - loss: 1422.5609 - logits_profile_predictions_loss: 623.3133 - logcount_predictions_loss: 45.4118 468/2418 [====>.........................] - ETA: 5:05 - loss: 1421.1694 - logits_profile_predictions_loss: 623.2861 - logcount_predictions_loss: 45.3343 469/2418 [====>.........................] - ETA: 5:05 - loss: 1419.7833 - logits_profile_predictions_loss: 623.2591 - logcount_predictions_loss: 45.2571 470/2418 [====>.........................] - ETA: 5:04 - loss: 1418.4022 - logits_profile_predictions_loss: 623.2319 - logcount_predictions_loss: 45.1801 471/2418 [====>.........................] - ETA: 5:04 - loss: 1417.0260 - logits_profile_predictions_loss: 623.2046 - logcount_predictions_loss: 45.1035 472/2418 [====>.........................] - ETA: 5:04 - loss: 1415.6549 - logits_profile_predictions_loss: 623.1773 - logcount_predictions_loss: 45.0271 473/2418 [====>.........................] - ETA: 5:04 - loss: 1414.2887 - logits_profile_predictions_loss: 623.1499 - logcount_predictions_loss: 44.9511 474/2418 [====>.........................] - ETA: 5:04 - loss: 1412.9277 - logits_profile_predictions_loss: 623.1227 - logcount_predictions_loss: 44.8753 475/2418 [====>.........................] - ETA: 5:03 - loss: 1411.5716 - logits_profile_predictions_loss: 623.0954 - logcount_predictions_loss: 44.7998 476/2418 [====>.........................] - ETA: 5:03 - loss: 1410.2202 - logits_profile_predictions_loss: 623.0678 - logcount_predictions_loss: 44.7246 477/2418 [====>.........................] - ETA: 5:03 - loss: 1408.8740 - logits_profile_predictions_loss: 623.0405 - logcount_predictions_loss: 44.6496 478/2418 [====>.........................] - ETA: 5:03 - loss: 1407.5330 - logits_profile_predictions_loss: 623.0134 - logcount_predictions_loss: 44.5750 479/2418 [====>.........................] - ETA: 5:03 - loss: 1406.1975 - logits_profile_predictions_loss: 622.9870 - logcount_predictions_loss: 44.5006 480/2418 [====>.........................] - ETA: 5:03 - loss: 1404.8670 - logits_profile_predictions_loss: 622.9608 - logcount_predictions_loss: 44.4265 481/2418 [====>.........................] - ETA: 5:02 - loss: 1403.5418 - logits_profile_predictions_loss: 622.9350 - logcount_predictions_loss: 44.3527 482/2418 [====>.........................] - ETA: 5:02 - loss: 1402.2216 - logits_profile_predictions_loss: 622.9095 - logcount_predictions_loss: 44.2791 483/2418 [====>.........................] - ETA: 5:02 - loss: 1400.9058 - logits_profile_predictions_loss: 622.8836 - logcount_predictions_loss: 44.2058 484/2418 [=====>........................] - ETA: 5:02 - loss: 1399.5947 - logits_profile_predictions_loss: 622.8577 - logcount_predictions_loss: 44.1328 485/2418 [=====>........................] - ETA: 5:02 - loss: 1398.2885 - logits_profile_predictions_loss: 622.8319 - logcount_predictions_loss: 44.0600 486/2418 [=====>........................] - ETA: 5:02 - loss: 1396.9876 - logits_profile_predictions_loss: 622.8068 - logcount_predictions_loss: 43.9875 487/2418 [=====>........................] - ETA: 5:01 - loss: 1395.6913 - logits_profile_predictions_loss: 622.7817 - logcount_predictions_loss: 43.9153 488/2418 [=====>........................] - ETA: 5:01 - loss: 1394.3998 - logits_profile_predictions_loss: 622.7566 - logcount_predictions_loss: 43.8434 489/2418 [=====>........................] - ETA: 5:01 - loss: 1393.1124 - logits_profile_predictions_loss: 622.7312 - logcount_predictions_loss: 43.7717 490/2418 [=====>........................] - ETA: 5:01 - loss: 1391.8294 - logits_profile_predictions_loss: 622.7055 - logcount_predictions_loss: 43.7002 491/2418 [=====>........................] - ETA: 5:01 - loss: 1390.5509 - logits_profile_predictions_loss: 622.6799 - logcount_predictions_loss: 43.6290 492/2418 [=====>........................] - ETA: 5:01 - loss: 1389.2770 - logits_profile_predictions_loss: 622.6542 - logcount_predictions_loss: 43.5581 493/2418 [=====>........................] - ETA: 5:00 - loss: 1388.0079 - logits_profile_predictions_loss: 622.6289 - logcount_predictions_loss: 43.4874 494/2418 [=====>........................] - ETA: 5:00 - loss: 1386.7433 - logits_profile_predictions_loss: 622.6037 - logcount_predictions_loss: 43.4170 495/2418 [=====>........................] - ETA: 5:00 - loss: 1385.4830 - logits_profile_predictions_loss: 622.5783 - logcount_predictions_loss: 43.3469 496/2418 [=====>........................] - ETA: 5:00 - loss: 1384.2275 - logits_profile_predictions_loss: 622.5533 - logcount_predictions_loss: 43.2769 497/2418 [=====>........................] - ETA: 5:00 - loss: 1382.9766 - logits_profile_predictions_loss: 622.5284 - logcount_predictions_loss: 43.2073 498/2418 [=====>........................] - ETA: 4:59 - loss: 1381.7302 - logits_profile_predictions_loss: 622.5037 - logcount_predictions_loss: 43.1379 499/2418 [=====>........................] - ETA: 4:59 - loss: 1380.4882 - logits_profile_predictions_loss: 622.4791 - logcount_predictions_loss: 43.0687 500/2418 [=====>........................] - ETA: 4:59 - loss: 1379.2503 - logits_profile_predictions_loss: 622.4542 - logcount_predictions_loss: 42.9998 501/2418 [=====>........................] - ETA: 4:59 - loss: 1378.0166 - logits_profile_predictions_loss: 622.4292 - logcount_predictions_loss: 42.9311 502/2418 [=====>........................] - ETA: 4:59 - loss: 1376.7873 - logits_profile_predictions_loss: 622.4044 - logcount_predictions_loss: 42.8627 503/2418 [=====>........................] - ETA: 4:59 - loss: 1375.5625 - logits_profile_predictions_loss: 622.3798 - logcount_predictions_loss: 42.7945 504/2418 [=====>........................] - ETA: 4:58 - loss: 1374.3420 - logits_profile_predictions_loss: 622.3553 - logcount_predictions_loss: 42.7265 505/2418 [=====>........................] - ETA: 4:58 - loss: 1373.1255 - logits_profile_predictions_loss: 622.3306 - logcount_predictions_loss: 42.6588 506/2418 [=====>........................] - ETA: 4:58 - loss: 1371.9133 - logits_profile_predictions_loss: 622.3060 - logcount_predictions_loss: 42.5913 507/2418 [=====>........................] - ETA: 4:58 - loss: 1370.7055 - logits_profile_predictions_loss: 622.2817 - logcount_predictions_loss: 42.5241 508/2418 [=====>........................] - ETA: 4:58 - loss: 1369.5021 - logits_profile_predictions_loss: 622.2576 - logcount_predictions_loss: 42.4571 509/2418 [=====>........................] - ETA: 4:58 - loss: 1368.3028 - logits_profile_predictions_loss: 622.2336 - logcount_predictions_loss: 42.3903 510/2418 [=====>........................] - ETA: 4:57 - loss: 1367.1077 - logits_profile_predictions_loss: 622.2096 - logcount_predictions_loss: 42.3238 511/2418 [=====>........................] - ETA: 4:57 - loss: 1365.9169 - logits_profile_predictions_loss: 622.1858 - logcount_predictions_loss: 42.2574 512/2418 [=====>........................] - ETA: 4:57 - loss: 1364.7302 - logits_profile_predictions_loss: 622.1622 - logcount_predictions_loss: 42.1914 513/2418 [=====>........................] - ETA: 4:57 - loss: 1363.5475 - logits_profile_predictions_loss: 622.1386 - logcount_predictions_loss: 42.1255 514/2418 [=====>........................] - ETA: 4:57 - loss: 1362.3692 - logits_profile_predictions_loss: 622.1153 - logcount_predictions_loss: 42.0599 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[==============================] - ETA: 0s - loss: 813.0629 - logits_profile_predictions_loss: 601.1582 - logcount_predictions_loss: 12.0400 2418/2418 [==============================] - 394s 160ms/step - loss: 812.9845 - logits_profile_predictions_loss: 601.1506 - logcount_predictions_loss: 12.0360 - val_loss: 572.4879 - val_logits_profile_predictions_loss: 563.1913 - val_logcount_predictions_loss: 0.5282 Epoch 00001: val_loss improved from inf to 572.48792, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 2/50 1/2418 [..............................] - ETA: 7:27 - loss: 609.5124 - logits_profile_predictions_loss: 599.6642 - logcount_predictions_loss: 0.5596 2/2418 [..............................] - ETA: 6:33 - loss: 613.2708 - logits_profile_predictions_loss: 603.2083 - logcount_predictions_loss: 0.5717 3/2418 [..............................] - ETA: 6:19 - loss: 604.8510 - 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[..............................] - ETA: 6:07 - loss: 591.8620 - logits_profile_predictions_loss: 582.0469 - logcount_predictions_loss: 0.5577 11/2418 [..............................] - ETA: 6:07 - loss: 592.3785 - logits_profile_predictions_loss: 582.5770 - logcount_predictions_loss: 0.5569 12/2418 [..............................] - ETA: 6:06 - loss: 593.3678 - logits_profile_predictions_loss: 583.5755 - logcount_predictions_loss: 0.5564 13/2418 [..............................] - ETA: 6:06 - loss: 593.9865 - logits_profile_predictions_loss: 584.1980 - logcount_predictions_loss: 0.5562 14/2418 [..............................] - ETA: 6:05 - loss: 594.3787 - logits_profile_predictions_loss: 584.5823 - logcount_predictions_loss: 0.5566 15/2418 [..............................] - ETA: 6:05 - loss: 594.8587 - logits_profile_predictions_loss: 585.0547 - logcount_predictions_loss: 0.5570 16/2418 [..............................] - ETA: 6:05 - loss: 595.1167 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 555.0407 - logcount_predictions_loss: 0.5853 415/2418 [====>.........................] - ETA: 5:03 - loss: 565.3216 - logits_profile_predictions_loss: 555.0204 - logcount_predictions_loss: 0.5853 416/2418 [====>.........................] - ETA: 5:02 - loss: 565.3006 - logits_profile_predictions_loss: 554.9997 - logcount_predictions_loss: 0.5853 417/2418 [====>.........................] - ETA: 5:02 - loss: 565.2798 - logits_profile_predictions_loss: 554.9793 - logcount_predictions_loss: 0.5853 418/2418 [====>.........................] - ETA: 5:02 - loss: 565.2588 - logits_profile_predictions_loss: 554.9586 - logcount_predictions_loss: 0.5852 419/2418 [====>.........................] - ETA: 5:02 - loss: 565.2377 - logits_profile_predictions_loss: 554.9378 - logcount_predictions_loss: 0.5852 420/2418 [====>.........................] - ETA: 5:02 - loss: 565.2168 - logits_profile_predictions_loss: 554.9171 - logcount_predictions_loss: 0.5852 421/2418 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[============================>.] - ETA: 4s - loss: 558.3818 - logits_profile_predictions_loss: 548.4348 - logcount_predictions_loss: 0.5652 2392/2418 [============================>.] - ETA: 3s - loss: 558.3804 - logits_profile_predictions_loss: 548.4335 - logcount_predictions_loss: 0.5652 2393/2418 [============================>.] - ETA: 3s - loss: 558.3790 - logits_profile_predictions_loss: 548.4322 - logcount_predictions_loss: 0.5652 2394/2418 [============================>.] - ETA: 3s - loss: 558.3776 - logits_profile_predictions_loss: 548.4309 - logcount_predictions_loss: 0.5652 2395/2418 [============================>.] - ETA: 3s - loss: 558.3761 - logits_profile_predictions_loss: 548.4296 - logcount_predictions_loss: 0.5651 2396/2418 [============================>.] - ETA: 3s - loss: 558.3747 - logits_profile_predictions_loss: 548.4282 - logcount_predictions_loss: 0.5651 2397/2418 [============================>.] - ETA: 3s - loss: 558.3732 - logits_profile_predictions_loss: 548.4269 - logcount_predictions_loss: 0.5651 2398/2418 [============================>.] - ETA: 3s - loss: 558.3718 - logits_profile_predictions_loss: 548.4256 - logcount_predictions_loss: 0.5651 2399/2418 [============================>.] - ETA: 2s - loss: 558.3704 - logits_profile_predictions_loss: 548.4243 - logcount_predictions_loss: 0.5651 2400/2418 [============================>.] - ETA: 2s - loss: 558.3689 - logits_profile_predictions_loss: 548.4230 - logcount_predictions_loss: 0.5651 2401/2418 [============================>.] - ETA: 2s - loss: 558.3675 - logits_profile_predictions_loss: 548.4217 - logcount_predictions_loss: 0.5651 2402/2418 [============================>.] - ETA: 2s - loss: 558.3660 - logits_profile_predictions_loss: 548.4203 - logcount_predictions_loss: 0.5651 2403/2418 [============================>.] - ETA: 2s - loss: 558.3646 - logits_profile_predictions_loss: 548.4190 - logcount_predictions_loss: 0.5651 2404/2418 [============================>.] - ETA: 2s - loss: 558.3631 - logits_profile_predictions_loss: 548.4177 - logcount_predictions_loss: 0.5651 2405/2418 [============================>.] - ETA: 1s - loss: 558.3617 - logits_profile_predictions_loss: 548.4164 - logcount_predictions_loss: 0.5651 2406/2418 [============================>.] - ETA: 1s - loss: 558.3602 - logits_profile_predictions_loss: 548.4150 - logcount_predictions_loss: 0.5651 2407/2418 [============================>.] - ETA: 1s - loss: 558.3588 - logits_profile_predictions_loss: 548.4137 - logcount_predictions_loss: 0.5651 2408/2418 [============================>.] - ETA: 1s - loss: 558.3573 - logits_profile_predictions_loss: 548.4124 - logcount_predictions_loss: 0.5651 2409/2418 [============================>.] - ETA: 1s - loss: 558.3559 - logits_profile_predictions_loss: 548.4111 - logcount_predictions_loss: 0.5650 2410/2418 [============================>.] - ETA: 1s - loss: 558.3544 - logits_profile_predictions_loss: 548.4097 - logcount_predictions_loss: 0.5650 2411/2418 [============================>.] - ETA: 1s - loss: 558.3530 - logits_profile_predictions_loss: 548.4084 - logcount_predictions_loss: 0.5650 2412/2418 [============================>.] - ETA: 0s - loss: 558.3515 - logits_profile_predictions_loss: 548.4071 - logcount_predictions_loss: 0.5650 2413/2418 [============================>.] - ETA: 0s - loss: 558.3500 - logits_profile_predictions_loss: 548.4057 - logcount_predictions_loss: 0.5650 2414/2418 [============================>.] - ETA: 0s - loss: 558.3486 - logits_profile_predictions_loss: 548.4044 - logcount_predictions_loss: 0.5650 2415/2418 [============================>.] - ETA: 0s - loss: 558.3471 - logits_profile_predictions_loss: 548.4030 - logcount_predictions_loss: 0.5650 2416/2418 [============================>.] - ETA: 0s - loss: 558.3456 - logits_profile_predictions_loss: 548.4017 - logcount_predictions_loss: 0.5650 2417/2418 [============================>.] - ETA: 0s - loss: 558.3441 - logits_profile_predictions_loss: 548.4003 - logcount_predictions_loss: 0.5650 2418/2418 [==============================] - ETA: 0s - loss: 558.3426 - logits_profile_predictions_loss: 548.3989 - logcount_predictions_loss: 0.5650 2418/2418 [==============================] - 384s 159ms/step - loss: 558.3411 - logits_profile_predictions_loss: 548.3976 - logcount_predictions_loss: 0.5650 - val_loss: 552.6840 - val_logits_profile_predictions_loss: 544.5231 - val_logcount_predictions_loss: 0.4637 Epoch 00002: val_loss improved from 572.48792 to 552.68402, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 3/50 1/2418 [..............................] - ETA: 7:26 - loss: 539.9633 - logits_profile_predictions_loss: 531.6526 - logcount_predictions_loss: 0.4722 2/2418 [..............................] - ETA: 6:42 - loss: 556.0593 - logits_profile_predictions_loss: 547.5542 - logcount_predictions_loss: 0.4832 3/2418 [..............................] - ETA: 6:23 - loss: 556.8967 - logits_profile_predictions_loss: 548.6056 - logcount_predictions_loss: 0.4711 4/2418 [..............................] - ETA: 6:17 - loss: 554.9474 - logits_profile_predictions_loss: 546.7974 - logcount_predictions_loss: 0.4631 5/2418 [..............................] - ETA: 6:13 - loss: 555.5697 - logits_profile_predictions_loss: 547.5397 - logcount_predictions_loss: 0.4563 6/2418 [..............................] - ETA: 6:11 - loss: 556.8407 - logits_profile_predictions_loss: 548.8226 - logcount_predictions_loss: 0.4556 7/2418 [..............................] - ETA: 6:10 - loss: 556.2390 - logits_profile_predictions_loss: 548.2513 - logcount_predictions_loss: 0.4538 8/2418 [..............................] - ETA: 6:09 - loss: 558.3008 - logits_profile_predictions_loss: 550.2997 - logcount_predictions_loss: 0.4546 9/2418 [..............................] - ETA: 6:08 - loss: 558.7213 - logits_profile_predictions_loss: 550.6977 - logcount_predictions_loss: 0.4559 10/2418 [..............................] - ETA: 6:07 - loss: 558.4994 - logits_profile_predictions_loss: 550.4565 - logcount_predictions_loss: 0.4570 11/2418 [..............................] - ETA: 6:07 - loss: 557.8298 - logits_profile_predictions_loss: 549.7724 - logcount_predictions_loss: 0.4578 12/2418 [..............................] - ETA: 6:06 - loss: 557.2436 - logits_profile_predictions_loss: 549.1877 - logcount_predictions_loss: 0.4577 13/2418 [..............................] - ETA: 6:06 - loss: 556.9929 - logits_profile_predictions_loss: 548.9365 - logcount_predictions_loss: 0.4578 14/2418 [..............................] - ETA: 6:05 - loss: 556.8234 - logits_profile_predictions_loss: 548.7707 - logcount_predictions_loss: 0.4575 15/2418 [..............................] - ETA: 6:05 - loss: 556.6675 - logits_profile_predictions_loss: 548.6255 - logcount_predictions_loss: 0.4569 16/2418 [..............................] - ETA: 6:05 - loss: 556.3304 - logits_profile_predictions_loss: 548.2925 - logcount_predictions_loss: 0.4567 17/2418 [..............................] - ETA: 6:04 - loss: 556.2259 - logits_profile_predictions_loss: 548.1994 - logcount_predictions_loss: 0.4560 18/2418 [..............................] - ETA: 6:04 - loss: 556.3226 - logits_profile_predictions_loss: 548.3006 - logcount_predictions_loss: 0.4558 19/2418 [..............................] - ETA: 6:04 - loss: 556.1293 - logits_profile_predictions_loss: 548.1067 - logcount_predictions_loss: 0.4558 20/2418 [..............................] - ETA: 6:03 - loss: 555.9443 - logits_profile_predictions_loss: 547.9217 - logcount_predictions_loss: 0.4558 21/2418 [..............................] - ETA: 6:03 - loss: 555.6349 - logits_profile_predictions_loss: 547.6122 - logcount_predictions_loss: 0.4558 22/2418 [..............................] - ETA: 6:03 - loss: 555.2908 - logits_profile_predictions_loss: 547.2600 - logcount_predictions_loss: 0.4563 23/2418 [..............................] - ETA: 6:03 - loss: 554.9784 - logits_profile_predictions_loss: 546.9407 - logcount_predictions_loss: 0.4567 24/2418 [..............................] - ETA: 6:03 - loss: 554.6405 - logits_profile_predictions_loss: 546.5979 - logcount_predictions_loss: 0.4570 25/2418 [..............................] - ETA: 6:03 - loss: 554.4440 - logits_profile_predictions_loss: 546.3973 - logcount_predictions_loss: 0.4572 26/2418 [..............................] - ETA: 6:03 - loss: 554.3093 - logits_profile_predictions_loss: 546.2579 - logcount_predictions_loss: 0.4575 27/2418 [..............................] - ETA: 6:03 - loss: 554.3032 - logits_profile_predictions_loss: 546.2477 - logcount_predictions_loss: 0.4577 28/2418 [..............................] - ETA: 6:02 - loss: 554.4287 - logits_profile_predictions_loss: 546.3688 - logcount_predictions_loss: 0.4580 29/2418 [..............................] - ETA: 6:02 - loss: 554.4785 - 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[..............................] - ETA: 6:01 - loss: 554.9956 - logits_profile_predictions_loss: 546.8783 - logcount_predictions_loss: 0.4612 37/2418 [..............................] - ETA: 6:00 - loss: 555.0185 - logits_profile_predictions_loss: 546.8913 - logcount_predictions_loss: 0.4618 38/2418 [..............................] - ETA: 6:00 - loss: 555.0124 - logits_profile_predictions_loss: 546.8745 - logcount_predictions_loss: 0.4624 39/2418 [..............................] - ETA: 6:00 - loss: 555.0435 - logits_profile_predictions_loss: 546.8960 - logcount_predictions_loss: 0.4629 40/2418 [..............................] - ETA: 6:00 - loss: 555.0786 - logits_profile_predictions_loss: 546.9212 - logcount_predictions_loss: 0.4635 41/2418 [..............................] - ETA: 6:00 - loss: 555.0668 - logits_profile_predictions_loss: 546.8995 - logcount_predictions_loss: 0.4640 42/2418 [..............................] - ETA: 6:00 - loss: 555.0563 - logits_profile_predictions_loss: 546.8783 - logcount_predictions_loss: 0.4647 43/2418 [..............................] - ETA: 5:59 - loss: 555.0344 - logits_profile_predictions_loss: 546.8461 - logcount_predictions_loss: 0.4652 44/2418 [..............................] - ETA: 5:59 - loss: 554.9693 - logits_profile_predictions_loss: 546.7709 - logcount_predictions_loss: 0.4658 45/2418 [..............................] - ETA: 5:59 - loss: 554.8995 - logits_profile_predictions_loss: 546.6916 - logcount_predictions_loss: 0.4664 46/2418 [..............................] - ETA: 5:59 - loss: 554.8337 - logits_profile_predictions_loss: 546.6167 - logcount_predictions_loss: 0.4669 47/2418 [..............................] - ETA: 5:59 - loss: 554.7802 - logits_profile_predictions_loss: 546.5533 - logcount_predictions_loss: 0.4674 48/2418 [..............................] - ETA: 5:59 - loss: 554.7168 - logits_profile_predictions_loss: 546.4812 - logcount_predictions_loss: 0.4679 49/2418 [..............................] - ETA: 5:58 - 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56/2418 [..............................] - ETA: 5:57 - loss: 554.2548 - logits_profile_predictions_loss: 545.9617 - logcount_predictions_loss: 0.4712 57/2418 [..............................] - ETA: 5:57 - loss: 554.1806 - logits_profile_predictions_loss: 545.8828 - logcount_predictions_loss: 0.4715 58/2418 [..............................] - ETA: 5:57 - loss: 554.1081 - logits_profile_predictions_loss: 545.8055 - logcount_predictions_loss: 0.4717 59/2418 [..............................] - ETA: 5:57 - loss: 554.0362 - logits_profile_predictions_loss: 545.7286 - logcount_predictions_loss: 0.4720 60/2418 [..............................] - ETA: 5:56 - loss: 553.9652 - logits_profile_predictions_loss: 545.6528 - logcount_predictions_loss: 0.4723 61/2418 [..............................] - ETA: 5:56 - loss: 553.8928 - logits_profile_predictions_loss: 545.5758 - logcount_predictions_loss: 0.4726 62/2418 [..............................] - ETA: 5:56 - loss: 553.8317 - 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[..............................] - ETA: 5:55 - loss: 553.4063 - logits_profile_predictions_loss: 545.0666 - logcount_predictions_loss: 0.4739 70/2418 [..............................] - ETA: 5:55 - loss: 553.3705 - logits_profile_predictions_loss: 545.0294 - logcount_predictions_loss: 0.4739 71/2418 [..............................] - ETA: 5:55 - loss: 553.3450 - logits_profile_predictions_loss: 545.0031 - logcount_predictions_loss: 0.4740 72/2418 [..............................] - ETA: 5:55 - loss: 553.3156 - logits_profile_predictions_loss: 544.9728 - logcount_predictions_loss: 0.4740 73/2418 [..............................] - ETA: 5:54 - loss: 553.3001 - logits_profile_predictions_loss: 544.9568 - logcount_predictions_loss: 0.4741 74/2418 [..............................] - ETA: 5:54 - loss: 553.2893 - logits_profile_predictions_loss: 544.9459 - logcount_predictions_loss: 0.4741 75/2418 [..............................] - ETA: 5:54 - loss: 553.2940 - logits_profile_predictions_loss: 544.9504 - logcount_predictions_loss: 0.4741 76/2418 [..............................] - ETA: 5:54 - loss: 553.3119 - logits_profile_predictions_loss: 544.9675 - logcount_predictions_loss: 0.4741 77/2418 [..............................] - ETA: 5:54 - loss: 553.3352 - logits_profile_predictions_loss: 544.9902 - logcount_predictions_loss: 0.4742 78/2418 [..............................] - ETA: 5:54 - loss: 553.3573 - logits_profile_predictions_loss: 545.0121 - logcount_predictions_loss: 0.4742 79/2418 [..............................] - ETA: 5:53 - loss: 553.3881 - logits_profile_predictions_loss: 545.0426 - logcount_predictions_loss: 0.4742 80/2418 [..............................] - ETA: 5:53 - loss: 553.4237 - logits_profile_predictions_loss: 545.0777 - logcount_predictions_loss: 0.4742 81/2418 [>.............................] - ETA: 5:53 - loss: 553.4642 - logits_profile_predictions_loss: 545.1174 - logcount_predictions_loss: 0.4743 82/2418 [>.............................] - ETA: 5:53 - 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[============================>.] - ETA: 0s - loss: 545.1221 - logits_profile_predictions_loss: 536.2431 - logcount_predictions_loss: 0.5045 2418/2418 [==============================] - ETA: 0s - loss: 545.1215 - logits_profile_predictions_loss: 536.2426 - logcount_predictions_loss: 0.5045 2418/2418 [==============================] - 384s 159ms/step - loss: 545.1210 - logits_profile_predictions_loss: 536.2421 - logcount_predictions_loss: 0.5045 - val_loss: 549.4698 - val_logits_profile_predictions_loss: 541.2548 - val_logcount_predictions_loss: 0.4668 Epoch 00003: val_loss improved from 552.68402 to 549.46985, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 4/50 1/2418 [..............................] - ETA: 7:17 - loss: 514.8756 - logits_profile_predictions_loss: 507.8581 - logcount_predictions_loss: 0.3987 2/2418 [..............................] - ETA: 6:06 - loss: 518.1218 - 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[..............................] - ETA: 6:05 - loss: 552.4354 - logits_profile_predictions_loss: 544.5628 - logcount_predictions_loss: 0.4473 10/2418 [..............................] - ETA: 6:05 - loss: 552.2388 - logits_profile_predictions_loss: 544.2703 - logcount_predictions_loss: 0.4528 11/2418 [..............................] - ETA: 6:04 - loss: 552.2872 - logits_profile_predictions_loss: 544.2348 - logcount_predictions_loss: 0.4575 12/2418 [..............................] - ETA: 6:04 - loss: 552.5801 - logits_profile_predictions_loss: 544.4731 - logcount_predictions_loss: 0.4606 13/2418 [..............................] - ETA: 6:04 - loss: 552.9668 - logits_profile_predictions_loss: 544.8351 - logcount_predictions_loss: 0.4620 14/2418 [..............................] - ETA: 6:04 - loss: 553.1962 - logits_profile_predictions_loss: 545.0461 - logcount_predictions_loss: 0.4631 15/2418 [..............................] - ETA: 6:04 - loss: 553.0861 - logits_profile_predictions_loss: 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2/2418 [..............................] - ETA: 6:05 - loss: 510.5598 - logits_profile_predictions_loss: 502.1122 - logcount_predictions_loss: 0.4800 3/2418 [..............................] - ETA: 6:04 - loss: 517.5344 - logits_profile_predictions_loss: 509.2835 - logcount_predictions_loss: 0.4688 4/2418 [..............................] - ETA: 6:04 - loss: 518.1216 - logits_profile_predictions_loss: 509.9152 - logcount_predictions_loss: 0.4663 5/2418 [..............................] - ETA: 6:04 - loss: 519.8550 - logits_profile_predictions_loss: 511.7369 - logcount_predictions_loss: 0.4613 6/2418 [..............................] - ETA: 6:04 - loss: 522.5490 - logits_profile_predictions_loss: 514.4851 - logcount_predictions_loss: 0.4582 7/2418 [..............................] - ETA: 6:04 - loss: 524.0142 - logits_profile_predictions_loss: 515.9329 - logcount_predictions_loss: 0.4592 8/2418 [..............................] - ETA: 6:04 - loss: 526.6957 - logits_profile_predictions_loss: 518.5729 - logcount_predictions_loss: 0.4615 9/2418 [..............................] - ETA: 6:04 - loss: 529.7344 - logits_profile_predictions_loss: 521.5856 - logcount_predictions_loss: 0.4630 10/2418 [..............................] - ETA: 6:03 - loss: 531.5360 - logits_profile_predictions_loss: 523.3715 - logcount_predictions_loss: 0.4639 11/2418 [..............................] - ETA: 6:03 - loss: 533.3600 - logits_profile_predictions_loss: 525.2005 - logcount_predictions_loss: 0.4636 12/2418 [..............................] - ETA: 6:03 - loss: 534.2833 - logits_profile_predictions_loss: 526.1252 - logcount_predictions_loss: 0.4635 13/2418 [..............................] - ETA: 6:03 - loss: 534.7334 - logits_profile_predictions_loss: 526.5863 - logcount_predictions_loss: 0.4629 14/2418 [..............................] - ETA: 6:03 - loss: 534.6831 - logits_profile_predictions_loss: 526.5455 - logcount_predictions_loss: 0.4624 15/2418 [..............................] - ETA: 6:02 - 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[..............................] - ETA: 5:59 - loss: 533.6685 - logits_profile_predictions_loss: 525.5863 - logcount_predictions_loss: 0.4592 36/2418 [..............................] - ETA: 5:59 - loss: 533.7567 - logits_profile_predictions_loss: 525.6687 - logcount_predictions_loss: 0.4595 37/2418 [..............................] - ETA: 5:59 - loss: 533.7727 - logits_profile_predictions_loss: 525.6798 - logcount_predictions_loss: 0.4598 38/2418 [..............................] - ETA: 5:59 - loss: 533.8223 - logits_profile_predictions_loss: 525.7262 - logcount_predictions_loss: 0.4600 39/2418 [..............................] - ETA: 5:59 - loss: 533.8851 - logits_profile_predictions_loss: 525.7857 - logcount_predictions_loss: 0.4602 40/2418 [..............................] - ETA: 5:59 - loss: 533.9319 - logits_profile_predictions_loss: 525.8291 - logcount_predictions_loss: 0.4604 41/2418 [..............................] - ETA: 5:58 - loss: 534.0202 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:54 - loss: 537.4321 - logits_profile_predictions_loss: 529.2799 - logcount_predictions_loss: 0.4632 69/2418 [..............................] - ETA: 5:54 - loss: 537.4624 - logits_profile_predictions_loss: 529.3089 - logcount_predictions_loss: 0.4633 70/2418 [..............................] - ETA: 5:54 - loss: 537.4829 - logits_profile_predictions_loss: 529.3284 - logcount_predictions_loss: 0.4633 71/2418 [..............................] - ETA: 5:54 - loss: 537.5035 - logits_profile_predictions_loss: 529.3485 - logcount_predictions_loss: 0.4634 72/2418 [..............................] - ETA: 5:54 - loss: 537.5252 - logits_profile_predictions_loss: 529.3701 - logcount_predictions_loss: 0.4634 73/2418 [..............................] - ETA: 5:54 - loss: 537.5414 - logits_profile_predictions_loss: 529.3854 - logcount_predictions_loss: 0.4634 74/2418 [..............................] - ETA: 5:53 - loss: 537.5656 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:49 - loss: 537.9881 - logits_profile_predictions_loss: 529.7935 - logcount_predictions_loss: 0.4656 102/2418 [>.............................] - ETA: 5:49 - loss: 537.9900 - logits_profile_predictions_loss: 529.7943 - logcount_predictions_loss: 0.4657 103/2418 [>.............................] - ETA: 5:49 - loss: 537.9834 - logits_profile_predictions_loss: 529.7868 - logcount_predictions_loss: 0.4657 104/2418 [>.............................] - ETA: 5:49 - loss: 537.9684 - logits_profile_predictions_loss: 529.7710 - logcount_predictions_loss: 0.4658 105/2418 [>.............................] - ETA: 5:49 - loss: 537.9548 - logits_profile_predictions_loss: 529.7568 - logcount_predictions_loss: 0.4658 106/2418 [>.............................] - ETA: 5:49 - loss: 537.9401 - logits_profile_predictions_loss: 529.7415 - logcount_predictions_loss: 0.4658 107/2418 [>.............................] - ETA: 5:48 - loss: 537.9243 - 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[============================>.] - ETA: 0s - loss: 534.8741 - logits_profile_predictions_loss: 527.0268 - logcount_predictions_loss: 0.4459 2417/2418 [============================>.] - ETA: 0s - loss: 534.8740 - logits_profile_predictions_loss: 527.0268 - logcount_predictions_loss: 0.4459 2418/2418 [==============================] - ETA: 0s - loss: 534.8739 - logits_profile_predictions_loss: 527.0267 - logcount_predictions_loss: 0.4459 2418/2418 [==============================] - 384s 159ms/step - loss: 534.8737 - logits_profile_predictions_loss: 527.0266 - logcount_predictions_loss: 0.4459 - val_loss: 544.1807 - val_logits_profile_predictions_loss: 537.2068 - val_logcount_predictions_loss: 0.3962 Epoch 00005: val_loss improved from 547.68323 to 544.18066, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 6/50 1/2418 [..............................] - ETA: 7:26 - loss: 573.7479 - 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[..............................] - ETA: 6:08 - loss: 553.1797 - logits_profile_predictions_loss: 546.0592 - logcount_predictions_loss: 0.4046 9/2418 [..............................] - ETA: 6:07 - loss: 553.1732 - logits_profile_predictions_loss: 546.0010 - logcount_predictions_loss: 0.4075 10/2418 [..............................] - ETA: 6:07 - loss: 553.1064 - logits_profile_predictions_loss: 545.9016 - logcount_predictions_loss: 0.4094 11/2418 [..............................] - ETA: 6:06 - loss: 552.5913 - logits_profile_predictions_loss: 545.3614 - logcount_predictions_loss: 0.4108 12/2418 [..............................] - ETA: 6:06 - loss: 551.8526 - logits_profile_predictions_loss: 544.6005 - logcount_predictions_loss: 0.4121 13/2418 [..............................] - ETA: 6:05 - loss: 551.3277 - logits_profile_predictions_loss: 544.0581 - logcount_predictions_loss: 0.4130 14/2418 [..............................] - ETA: 6:05 - loss: 550.7337 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:59 - loss: 540.3420 - logits_profile_predictions_loss: 533.0500 - logcount_predictions_loss: 0.4143 42/2418 [..............................] - ETA: 5:59 - loss: 540.1680 - logits_profile_predictions_loss: 532.8751 - logcount_predictions_loss: 0.4144 43/2418 [..............................] - ETA: 5:59 - loss: 540.0539 - logits_profile_predictions_loss: 532.7605 - logcount_predictions_loss: 0.4144 44/2418 [..............................] - ETA: 5:59 - loss: 539.9544 - logits_profile_predictions_loss: 532.6604 - logcount_predictions_loss: 0.4144 45/2418 [..............................] - ETA: 5:59 - loss: 539.8572 - logits_profile_predictions_loss: 532.5630 - logcount_predictions_loss: 0.4145 46/2418 [..............................] - ETA: 5:58 - loss: 539.8033 - logits_profile_predictions_loss: 532.5077 - logcount_predictions_loss: 0.4145 47/2418 [..............................] - ETA: 5:58 - loss: 539.7363 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 524.2716 - logcount_predictions_loss: 0.4236 2416/2418 [============================>.] - ETA: 0s - loss: 531.7268 - logits_profile_predictions_loss: 524.2714 - logcount_predictions_loss: 0.4236 2417/2418 [============================>.] - ETA: 0s - loss: 531.7266 - logits_profile_predictions_loss: 524.2711 - logcount_predictions_loss: 0.4236 2418/2418 [==============================] - ETA: 0s - loss: 531.7263 - logits_profile_predictions_loss: 524.2709 - logcount_predictions_loss: 0.4236 2418/2418 [==============================] - 384s 159ms/step - loss: 531.7260 - logits_profile_predictions_loss: 524.2706 - logcount_predictions_loss: 0.4236 - val_loss: 538.0435 - val_logits_profile_predictions_loss: 530.5489 - val_logcount_predictions_loss: 0.4258 Epoch 00006: val_loss improved from 544.18066 to 538.04352, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 7/50 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[..............................] - ETA: 6:00 - loss: 505.6476 - logits_profile_predictions_loss: 498.6181 - logcount_predictions_loss: 0.3994 35/2418 [..............................] - ETA: 6:00 - loss: 505.8743 - logits_profile_predictions_loss: 498.8503 - logcount_predictions_loss: 0.3991 36/2418 [..............................] - ETA: 6:00 - loss: 506.0936 - logits_profile_predictions_loss: 499.0767 - logcount_predictions_loss: 0.3987 37/2418 [..............................] - ETA: 5:59 - loss: 506.3161 - logits_profile_predictions_loss: 499.3045 - logcount_predictions_loss: 0.3984 38/2418 [..............................] - ETA: 5:59 - loss: 506.5321 - logits_profile_predictions_loss: 499.5254 - logcount_predictions_loss: 0.3981 39/2418 [..............................] - ETA: 5:59 - loss: 506.7136 - logits_profile_predictions_loss: 499.7104 - logcount_predictions_loss: 0.3979 40/2418 [..............................] - ETA: 5:59 - loss: 506.9383 - logits_profile_predictions_loss: 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2369/2418 [============================>.] - ETA: 7s - loss: 527.8145 - logits_profile_predictions_loss: 520.6995 - logcount_predictions_loss: 0.4043 2370/2418 [============================>.] - ETA: 7s - loss: 527.8144 - logits_profile_predictions_loss: 520.6994 - logcount_predictions_loss: 0.4043 2371/2418 [============================>.] - ETA: 7s - loss: 527.8143 - logits_profile_predictions_loss: 520.6994 - logcount_predictions_loss: 0.4043 2372/2418 [============================>.] - ETA: 6s - loss: 527.8142 - logits_profile_predictions_loss: 520.6993 - logcount_predictions_loss: 0.4042 2373/2418 [============================>.] - ETA: 6s - loss: 527.8141 - logits_profile_predictions_loss: 520.6992 - logcount_predictions_loss: 0.4042 2374/2418 [============================>.] - ETA: 6s - loss: 527.8140 - logits_profile_predictions_loss: 520.6991 - logcount_predictions_loss: 0.4042 2375/2418 [============================>.] - ETA: 6s - loss: 527.8139 - 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[============================>.] - ETA: 5s - loss: 527.8130 - logits_profile_predictions_loss: 520.6983 - logcount_predictions_loss: 0.4042 2383/2418 [============================>.] - ETA: 5s - loss: 527.8129 - logits_profile_predictions_loss: 520.6982 - logcount_predictions_loss: 0.4042 2384/2418 [============================>.] - ETA: 5s - loss: 527.8128 - logits_profile_predictions_loss: 520.6980 - logcount_predictions_loss: 0.4042 2385/2418 [============================>.] - ETA: 4s - loss: 527.8127 - logits_profile_predictions_loss: 520.6979 - logcount_predictions_loss: 0.4042 2386/2418 [============================>.] - ETA: 4s - loss: 527.8125 - logits_profile_predictions_loss: 520.6978 - logcount_predictions_loss: 0.4042 2387/2418 [============================>.] - ETA: 4s - loss: 527.8124 - logits_profile_predictions_loss: 520.6977 - logcount_predictions_loss: 0.4042 2388/2418 [============================>.] - ETA: 4s - loss: 527.8123 - logits_profile_predictions_loss: 520.6976 - logcount_predictions_loss: 0.4042 2389/2418 [============================>.] - ETA: 4s - loss: 527.8122 - logits_profile_predictions_loss: 520.6975 - logcount_predictions_loss: 0.4042 2390/2418 [============================>.] - ETA: 4s - loss: 527.8120 - logits_profile_predictions_loss: 520.6974 - logcount_predictions_loss: 0.4042 2391/2418 [============================>.] - ETA: 4s - loss: 527.8119 - logits_profile_predictions_loss: 520.6973 - logcount_predictions_loss: 0.4042 2392/2418 [============================>.] - ETA: 3s - loss: 527.8117 - logits_profile_predictions_loss: 520.6971 - logcount_predictions_loss: 0.4042 2393/2418 [============================>.] - ETA: 3s - loss: 527.8116 - logits_profile_predictions_loss: 520.6970 - logcount_predictions_loss: 0.4042 2394/2418 [============================>.] - ETA: 3s - loss: 527.8114 - logits_profile_predictions_loss: 520.6969 - logcount_predictions_loss: 0.4042 2395/2418 [============================>.] - ETA: 3s - loss: 527.8113 - logits_profile_predictions_loss: 520.6967 - logcount_predictions_loss: 0.4042 2396/2418 [============================>.] - ETA: 3s - loss: 527.8111 - logits_profile_predictions_loss: 520.6966 - logcount_predictions_loss: 0.4042 2397/2418 [============================>.] - ETA: 3s - loss: 527.8109 - logits_profile_predictions_loss: 520.6964 - logcount_predictions_loss: 0.4042 2398/2418 [============================>.] - ETA: 3s - loss: 527.8108 - logits_profile_predictions_loss: 520.6963 - logcount_predictions_loss: 0.4042 2399/2418 [============================>.] - ETA: 2s - loss: 527.8106 - logits_profile_predictions_loss: 520.6962 - logcount_predictions_loss: 0.4042 2400/2418 [============================>.] - ETA: 2s - loss: 527.8105 - logits_profile_predictions_loss: 520.6960 - logcount_predictions_loss: 0.4042 2401/2418 [============================>.] - ETA: 2s - loss: 527.8103 - logits_profile_predictions_loss: 520.6959 - logcount_predictions_loss: 0.4042 2402/2418 [============================>.] - ETA: 2s - loss: 527.8101 - logits_profile_predictions_loss: 520.6957 - logcount_predictions_loss: 0.4042 2403/2418 [============================>.] - ETA: 2s - loss: 527.8100 - logits_profile_predictions_loss: 520.6956 - logcount_predictions_loss: 0.4042 2404/2418 [============================>.] - ETA: 2s - loss: 527.8098 - logits_profile_predictions_loss: 520.6954 - logcount_predictions_loss: 0.4042 2405/2418 [============================>.] - ETA: 1s - loss: 527.8096 - logits_profile_predictions_loss: 520.6952 - logcount_predictions_loss: 0.4042 2406/2418 [============================>.] - ETA: 1s - loss: 527.8094 - logits_profile_predictions_loss: 520.6951 - logcount_predictions_loss: 0.4042 2407/2418 [============================>.] - ETA: 1s - loss: 527.8092 - logits_profile_predictions_loss: 520.6949 - logcount_predictions_loss: 0.4042 2408/2418 [============================>.] - ETA: 1s - loss: 527.8090 - logits_profile_predictions_loss: 520.6948 - logcount_predictions_loss: 0.4042 2409/2418 [============================>.] - ETA: 1s - loss: 527.8089 - logits_profile_predictions_loss: 520.6946 - logcount_predictions_loss: 0.4042 2410/2418 [============================>.] - ETA: 1s - loss: 527.8087 - logits_profile_predictions_loss: 520.6944 - logcount_predictions_loss: 0.4042 2411/2418 [============================>.] - ETA: 1s - loss: 527.8085 - logits_profile_predictions_loss: 520.6942 - logcount_predictions_loss: 0.4042 2412/2418 [============================>.] - ETA: 0s - loss: 527.8083 - logits_profile_predictions_loss: 520.6941 - logcount_predictions_loss: 0.4042 2413/2418 [============================>.] - ETA: 0s - loss: 527.8081 - logits_profile_predictions_loss: 520.6939 - logcount_predictions_loss: 0.4042 2414/2418 [============================>.] - ETA: 0s - loss: 527.8079 - logits_profile_predictions_loss: 520.6937 - logcount_predictions_loss: 0.4042 2415/2418 [============================>.] - ETA: 0s - loss: 527.8077 - logits_profile_predictions_loss: 520.6935 - logcount_predictions_loss: 0.4042 2416/2418 [============================>.] - ETA: 0s - loss: 527.8075 - logits_profile_predictions_loss: 520.6934 - logcount_predictions_loss: 0.4042 2417/2418 [============================>.] - ETA: 0s - loss: 527.8073 - logits_profile_predictions_loss: 520.6932 - logcount_predictions_loss: 0.4042 2418/2418 [==============================] - ETA: 0s - loss: 527.8071 - logits_profile_predictions_loss: 520.6930 - logcount_predictions_loss: 0.4042 2418/2418 [==============================] - 384s 159ms/step - loss: 527.8070 - logits_profile_predictions_loss: 520.6929 - logcount_predictions_loss: 0.4042 - val_loss: 539.5281 - val_logits_profile_predictions_loss: 533.0072 - val_logcount_predictions_loss: 0.3705 Epoch 00007: val_loss did not improve from 538.04352 Epoch 8/50 1/2418 [..............................] - ETA: 7:28 - loss: 504.1597 - logits_profile_predictions_loss: 494.8938 - logcount_predictions_loss: 0.5265 2/2418 [..............................] - ETA: 6:06 - loss: 528.9813 - logits_profile_predictions_loss: 520.6983 - logcount_predictions_loss: 0.4706 3/2418 [..............................] - ETA: 6:05 - loss: 534.2674 - logits_profile_predictions_loss: 526.4963 - logcount_predictions_loss: 0.4415 4/2418 [..............................] - ETA: 6:05 - loss: 537.3422 - logits_profile_predictions_loss: 529.8502 - logcount_predictions_loss: 0.4257 5/2418 [..............................] - ETA: 6:05 - loss: 537.3636 - logits_profile_predictions_loss: 530.0464 - logcount_predictions_loss: 0.4157 6/2418 [..............................] - ETA: 6:05 - loss: 537.1169 - logits_profile_predictions_loss: 529.9356 - logcount_predictions_loss: 0.4080 7/2418 [..............................] - ETA: 6:05 - loss: 536.8211 - logits_profile_predictions_loss: 529.7298 - logcount_predictions_loss: 0.4029 8/2418 [..............................] - ETA: 6:05 - loss: 537.1683 - logits_profile_predictions_loss: 530.1524 - logcount_predictions_loss: 0.3986 9/2418 [..............................] - ETA: 6:05 - loss: 538.0221 - logits_profile_predictions_loss: 531.0378 - logcount_predictions_loss: 0.3968 10/2418 [..............................] - ETA: 6:04 - loss: 538.1380 - logits_profile_predictions_loss: 531.2003 - logcount_predictions_loss: 0.3942 11/2418 [..............................] - ETA: 6:04 - loss: 538.1139 - logits_profile_predictions_loss: 531.2130 - logcount_predictions_loss: 0.3921 12/2418 [..............................] - ETA: 6:04 - loss: 537.6588 - logits_profile_predictions_loss: 530.7950 - logcount_predictions_loss: 0.3900 13/2418 [..............................] - ETA: 6:04 - loss: 537.0160 - logits_profile_predictions_loss: 530.1785 - logcount_predictions_loss: 0.3885 14/2418 [..............................] - ETA: 6:04 - loss: 536.5287 - logits_profile_predictions_loss: 529.7153 - logcount_predictions_loss: 0.3871 15/2418 [..............................] - ETA: 6:04 - loss: 536.5093 - logits_profile_predictions_loss: 529.7106 - logcount_predictions_loss: 0.3863 16/2418 [..............................] - ETA: 6:04 - loss: 536.0609 - logits_profile_predictions_loss: 529.2571 - logcount_predictions_loss: 0.3866 17/2418 [..............................] - ETA: 6:03 - loss: 535.7838 - logits_profile_predictions_loss: 528.9799 - logcount_predictions_loss: 0.3866 18/2418 [..............................] - ETA: 6:03 - loss: 535.5198 - logits_profile_predictions_loss: 528.7166 - logcount_predictions_loss: 0.3865 19/2418 [..............................] - ETA: 6:03 - loss: 535.2684 - logits_profile_predictions_loss: 528.4673 - logcount_predictions_loss: 0.3864 20/2418 [..............................] - ETA: 6:03 - loss: 534.9697 - logits_profile_predictions_loss: 528.1711 - logcount_predictions_loss: 0.3863 21/2418 [..............................] - ETA: 6:03 - 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28/2418 [..............................] - ETA: 6:02 - loss: 531.6566 - logits_profile_predictions_loss: 524.8780 - logcount_predictions_loss: 0.3851 29/2418 [..............................] - ETA: 6:02 - loss: 531.1136 - logits_profile_predictions_loss: 524.3320 - logcount_predictions_loss: 0.3853 30/2418 [..............................] - ETA: 6:02 - loss: 530.7595 - logits_profile_predictions_loss: 523.9727 - logcount_predictions_loss: 0.3856 31/2418 [..............................] - ETA: 6:02 - loss: 530.5012 - logits_profile_predictions_loss: 523.7107 - logcount_predictions_loss: 0.3858 32/2418 [..............................] - ETA: 6:02 - loss: 530.2460 - logits_profile_predictions_loss: 523.4532 - logcount_predictions_loss: 0.3859 33/2418 [..............................] - ETA: 6:02 - loss: 529.9317 - logits_profile_predictions_loss: 523.1379 - logcount_predictions_loss: 0.3860 34/2418 [..............................] - ETA: 6:01 - loss: 529.6142 - logits_profile_predictions_loss: 522.8189 - logcount_predictions_loss: 0.3861 35/2418 [..............................] - ETA: 6:01 - loss: 529.3973 - logits_profile_predictions_loss: 522.5993 - logcount_predictions_loss: 0.3862 36/2418 [..............................] - ETA: 6:01 - loss: 529.1692 - logits_profile_predictions_loss: 522.3703 - logcount_predictions_loss: 0.3863 37/2418 [..............................] - ETA: 6:01 - loss: 528.9523 - logits_profile_predictions_loss: 522.1524 - logcount_predictions_loss: 0.3864 38/2418 [..............................] - ETA: 6:01 - loss: 528.7350 - logits_profile_predictions_loss: 521.9358 - logcount_predictions_loss: 0.3863 39/2418 [..............................] - ETA: 6:00 - loss: 528.5181 - logits_profile_predictions_loss: 521.7187 - logcount_predictions_loss: 0.3863 40/2418 [..............................] - ETA: 6:00 - loss: 528.3777 - logits_profile_predictions_loss: 521.5768 - logcount_predictions_loss: 0.3864 41/2418 [..............................] - ETA: 6:00 - loss: 528.2702 - logits_profile_predictions_loss: 521.4673 - logcount_predictions_loss: 0.3865 42/2418 [..............................] - ETA: 6:00 - loss: 528.1734 - logits_profile_predictions_loss: 521.3672 - logcount_predictions_loss: 0.3867 43/2418 [..............................] - ETA: 6:00 - loss: 528.1136 - logits_profile_predictions_loss: 521.3027 - logcount_predictions_loss: 0.3870 44/2418 [..............................] - ETA: 6:00 - loss: 528.0650 - logits_profile_predictions_loss: 521.2500 - logcount_predictions_loss: 0.3872 45/2418 [..............................] - ETA: 6:00 - loss: 528.0337 - logits_profile_predictions_loss: 521.2146 - logcount_predictions_loss: 0.3874 46/2418 [..............................] - ETA: 5:59 - loss: 528.0136 - logits_profile_predictions_loss: 521.1907 - logcount_predictions_loss: 0.3877 47/2418 [..............................] - ETA: 5:59 - loss: 528.0191 - logits_profile_predictions_loss: 521.1929 - logcount_predictions_loss: 0.3878 48/2418 [..............................] - ETA: 5:59 - loss: 528.0631 - logits_profile_predictions_loss: 521.2327 - logcount_predictions_loss: 0.3881 49/2418 [..............................] - ETA: 5:59 - loss: 528.0978 - logits_profile_predictions_loss: 521.2632 - logcount_predictions_loss: 0.3883 50/2418 [..............................] - ETA: 5:59 - loss: 528.1237 - logits_profile_predictions_loss: 521.2859 - logcount_predictions_loss: 0.3885 51/2418 [..............................] - ETA: 5:59 - loss: 528.1480 - logits_profile_predictions_loss: 521.3080 - logcount_predictions_loss: 0.3886 52/2418 [..............................] - ETA: 5:58 - loss: 528.1808 - logits_profile_predictions_loss: 521.3386 - logcount_predictions_loss: 0.3888 53/2418 [..............................] - ETA: 5:58 - loss: 528.1936 - logits_profile_predictions_loss: 521.3497 - logcount_predictions_loss: 0.3889 54/2418 [..............................] - ETA: 5:58 - 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61/2418 [..............................] - ETA: 5:57 - loss: 528.1172 - logits_profile_predictions_loss: 521.2558 - logcount_predictions_loss: 0.3898 62/2418 [..............................] - ETA: 5:57 - loss: 528.1082 - logits_profile_predictions_loss: 521.2445 - logcount_predictions_loss: 0.3900 63/2418 [..............................] - ETA: 5:57 - loss: 528.1023 - logits_profile_predictions_loss: 521.2362 - logcount_predictions_loss: 0.3901 64/2418 [..............................] - ETA: 5:56 - loss: 528.1050 - logits_profile_predictions_loss: 521.2359 - logcount_predictions_loss: 0.3903 65/2418 [..............................] - ETA: 5:56 - loss: 528.0969 - logits_profile_predictions_loss: 521.2252 - logcount_predictions_loss: 0.3904 66/2418 [..............................] - ETA: 5:56 - loss: 528.0804 - logits_profile_predictions_loss: 521.2064 - logcount_predictions_loss: 0.3906 67/2418 [..............................] - ETA: 5:56 - loss: 528.0539 - logits_profile_predictions_loss: 521.1776 - logcount_predictions_loss: 0.3907 68/2418 [..............................] - ETA: 5:56 - loss: 528.0347 - logits_profile_predictions_loss: 521.1560 - logcount_predictions_loss: 0.3908 69/2418 [..............................] - ETA: 5:56 - loss: 528.0226 - logits_profile_predictions_loss: 521.1417 - logcount_predictions_loss: 0.3910 70/2418 [..............................] - ETA: 5:55 - loss: 528.0051 - logits_profile_predictions_loss: 521.1221 - logcount_predictions_loss: 0.3911 71/2418 [..............................] - ETA: 5:55 - loss: 527.9890 - logits_profile_predictions_loss: 521.1041 - logcount_predictions_loss: 0.3912 72/2418 [..............................] - ETA: 5:55 - loss: 527.9737 - logits_profile_predictions_loss: 521.0866 - logcount_predictions_loss: 0.3913 73/2418 [..............................] - ETA: 5:55 - loss: 527.9635 - logits_profile_predictions_loss: 521.0744 - logcount_predictions_loss: 0.3914 74/2418 [..............................] - ETA: 5:55 - loss: 527.9538 - logits_profile_predictions_loss: 521.0628 - logcount_predictions_loss: 0.3915 75/2418 [..............................] - ETA: 5:55 - loss: 527.9441 - logits_profile_predictions_loss: 521.0513 - logcount_predictions_loss: 0.3916 76/2418 [..............................] - ETA: 5:54 - loss: 527.9368 - logits_profile_predictions_loss: 521.0423 - logcount_predictions_loss: 0.3917 77/2418 [..............................] - ETA: 5:54 - loss: 527.9465 - logits_profile_predictions_loss: 521.0504 - logcount_predictions_loss: 0.3918 78/2418 [..............................] - ETA: 5:54 - loss: 527.9490 - logits_profile_predictions_loss: 521.0518 - logcount_predictions_loss: 0.3919 79/2418 [..............................] - ETA: 5:54 - loss: 527.9774 - logits_profile_predictions_loss: 521.0792 - logcount_predictions_loss: 0.3919 80/2418 [..............................] - ETA: 5:54 - loss: 527.9946 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 519.0597 - logcount_predictions_loss: 0.3969 2416/2418 [============================>.] - ETA: 0s - loss: 526.0447 - logits_profile_predictions_loss: 519.0594 - logcount_predictions_loss: 0.3969 2417/2418 [============================>.] - ETA: 0s - loss: 526.0443 - logits_profile_predictions_loss: 519.0591 - logcount_predictions_loss: 0.3969 2418/2418 [==============================] - ETA: 0s - loss: 526.0440 - logits_profile_predictions_loss: 519.0588 - logcount_predictions_loss: 0.3969 2418/2418 [==============================] - 383s 159ms/step - loss: 526.0437 - logits_profile_predictions_loss: 519.0585 - logcount_predictions_loss: 0.3969 - val_loss: 538.4042 - val_logits_profile_predictions_loss: 531.8904 - val_logcount_predictions_loss: 0.3701 Epoch 00008: val_loss did not improve from 538.04352 Epoch 9/50 1/2418 [..............................] - ETA: 7:25 - loss: 592.5424 - logits_profile_predictions_loss: 584.7833 - logcount_predictions_loss: 0.4409 2/2418 [..............................] - ETA: 6:33 - loss: 585.4178 - logits_profile_predictions_loss: 577.8955 - logcount_predictions_loss: 0.4274 3/2418 [..............................] - ETA: 6:18 - loss: 579.7488 - logits_profile_predictions_loss: 572.4371 - logcount_predictions_loss: 0.4154 4/2418 [..............................] - ETA: 6:13 - loss: 573.2836 - logits_profile_predictions_loss: 566.1489 - logcount_predictions_loss: 0.4054 5/2418 [..............................] - ETA: 6:10 - loss: 566.4256 - logits_profile_predictions_loss: 559.4680 - logcount_predictions_loss: 0.3953 6/2418 [..............................] - ETA: 6:08 - loss: 559.4082 - logits_profile_predictions_loss: 552.6486 - logcount_predictions_loss: 0.3841 7/2418 [..............................] - ETA: 6:07 - loss: 553.1812 - logits_profile_predictions_loss: 546.5644 - logcount_predictions_loss: 0.3760 8/2418 [..............................] - ETA: 6:06 - loss: 547.1863 - 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[====>.........................] - ETA: 5:03 - loss: 522.4365 - logits_profile_predictions_loss: 515.8244 - logcount_predictions_loss: 0.3757 414/2418 [====>.........................] - ETA: 5:03 - loss: 522.4375 - logits_profile_predictions_loss: 515.8253 - logcount_predictions_loss: 0.3757 415/2418 [====>.........................] - ETA: 5:02 - loss: 522.4387 - logits_profile_predictions_loss: 515.8264 - logcount_predictions_loss: 0.3757 416/2418 [====>.........................] - ETA: 5:02 - loss: 522.4402 - logits_profile_predictions_loss: 515.8278 - logcount_predictions_loss: 0.3757 417/2418 [====>.........................] - ETA: 5:02 - loss: 522.4416 - logits_profile_predictions_loss: 515.8292 - logcount_predictions_loss: 0.3757 418/2418 [====>.........................] - ETA: 5:02 - loss: 522.4431 - logits_profile_predictions_loss: 515.8307 - logcount_predictions_loss: 0.3757 419/2418 [====>.........................] - ETA: 5:02 - loss: 522.4452 - 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[====>.........................] - ETA: 5:01 - loss: 522.4561 - logits_profile_predictions_loss: 515.8431 - logcount_predictions_loss: 0.3757 427/2418 [====>.........................] - ETA: 5:01 - loss: 522.4575 - logits_profile_predictions_loss: 515.8445 - logcount_predictions_loss: 0.3758 428/2418 [====>.........................] - ETA: 5:00 - loss: 522.4586 - logits_profile_predictions_loss: 515.8455 - logcount_predictions_loss: 0.3758 429/2418 [====>.........................] - ETA: 5:00 - loss: 522.4596 - logits_profile_predictions_loss: 515.8464 - logcount_predictions_loss: 0.3758 430/2418 [====>.........................] - ETA: 5:00 - loss: 522.4606 - logits_profile_predictions_loss: 515.8473 - logcount_predictions_loss: 0.3758 431/2418 [====>.........................] - ETA: 5:00 - loss: 522.4624 - logits_profile_predictions_loss: 515.8490 - logcount_predictions_loss: 0.3758 432/2418 [====>.........................] - ETA: 5:00 - loss: 522.4637 - 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[============================>.] - ETA: 0s - loss: 523.0842 - logits_profile_predictions_loss: 516.4374 - logcount_predictions_loss: 0.3776 2417/2418 [============================>.] - ETA: 0s - loss: 523.0841 - logits_profile_predictions_loss: 516.4373 - logcount_predictions_loss: 0.3776 2418/2418 [==============================] - ETA: 0s - loss: 523.0840 - logits_profile_predictions_loss: 516.4371 - logcount_predictions_loss: 0.3776 2418/2418 [==============================] - 383s 158ms/step - loss: 523.0838 - logits_profile_predictions_loss: 516.4370 - logcount_predictions_loss: 0.3776 - val_loss: 536.5175 - val_logits_profile_predictions_loss: 529.7798 - val_logcount_predictions_loss: 0.3828 Epoch 00009: val_loss improved from 538.04352 to 536.51752, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 10/50 1/2418 [..............................] - ETA: 7:24 - loss: 591.1644 - logits_profile_predictions_loss: 585.2945 - logcount_predictions_loss: 0.3335 2/2418 [..............................] - ETA: 6:04 - loss: 570.4792 - logits_profile_predictions_loss: 563.7712 - logcount_predictions_loss: 0.3811 3/2418 [..............................] - ETA: 6:04 - loss: 564.5402 - logits_profile_predictions_loss: 557.6987 - logcount_predictions_loss: 0.3887 4/2418 [..............................] - ETA: 6:04 - loss: 556.1748 - logits_profile_predictions_loss: 549.4126 - logcount_predictions_loss: 0.3842 5/2418 [..............................] - ETA: 6:04 - loss: 551.0988 - logits_profile_predictions_loss: 544.4368 - logcount_predictions_loss: 0.3785 6/2418 [..............................] - ETA: 6:04 - loss: 548.7527 - logits_profile_predictions_loss: 542.1663 - logcount_predictions_loss: 0.3742 7/2418 [..............................] - ETA: 6:03 - loss: 546.6718 - logits_profile_predictions_loss: 540.1124 - logcount_predictions_loss: 0.3727 8/2418 [..............................] - ETA: 6:03 - loss: 545.8784 - logits_profile_predictions_loss: 539.3673 - logcount_predictions_loss: 0.3699 9/2418 [..............................] - ETA: 6:03 - loss: 544.3632 - logits_profile_predictions_loss: 537.8910 - logcount_predictions_loss: 0.3677 10/2418 [..............................] - ETA: 6:03 - loss: 542.3871 - logits_profile_predictions_loss: 535.9537 - logcount_predictions_loss: 0.3655 11/2418 [..............................] - ETA: 6:02 - loss: 540.2641 - logits_profile_predictions_loss: 533.8760 - logcount_predictions_loss: 0.3630 12/2418 [..............................] - ETA: 6:02 - loss: 538.8641 - logits_profile_predictions_loss: 532.5064 - logcount_predictions_loss: 0.3612 13/2418 [..............................] - ETA: 6:02 - loss: 537.4037 - logits_profile_predictions_loss: 531.0816 - logcount_predictions_loss: 0.3592 14/2418 [..............................] - ETA: 6:02 - loss: 536.0138 - logits_profile_predictions_loss: 529.7225 - logcount_predictions_loss: 0.3575 15/2418 [..............................] - ETA: 6:01 - loss: 535.2093 - logits_profile_predictions_loss: 528.9510 - logcount_predictions_loss: 0.3556 16/2418 [..............................] - ETA: 6:01 - loss: 534.6718 - logits_profile_predictions_loss: 528.4376 - logcount_predictions_loss: 0.3542 17/2418 [..............................] - ETA: 6:01 - loss: 534.2575 - logits_profile_predictions_loss: 528.0342 - logcount_predictions_loss: 0.3536 18/2418 [..............................] - ETA: 6:01 - loss: 533.8167 - logits_profile_predictions_loss: 527.5957 - logcount_predictions_loss: 0.3535 19/2418 [..............................] - ETA: 6:01 - loss: 533.3239 - logits_profile_predictions_loss: 527.1070 - logcount_predictions_loss: 0.3532 20/2418 [..............................] - ETA: 6:01 - loss: 532.9882 - logits_profile_predictions_loss: 526.7776 - logcount_predictions_loss: 0.3529 21/2418 [..............................] - ETA: 6:00 - 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[..............................] - ETA: 5:57 - loss: 526.2863 - logits_profile_predictions_loss: 519.9939 - logcount_predictions_loss: 0.3575 42/2418 [..............................] - ETA: 5:57 - loss: 526.1522 - logits_profile_predictions_loss: 519.8570 - logcount_predictions_loss: 0.3577 43/2418 [..............................] - ETA: 5:57 - loss: 525.9961 - logits_profile_predictions_loss: 519.6989 - logcount_predictions_loss: 0.3578 44/2418 [..............................] - ETA: 5:57 - loss: 525.8380 - logits_profile_predictions_loss: 519.5382 - logcount_predictions_loss: 0.3579 45/2418 [..............................] - ETA: 5:57 - loss: 525.6751 - logits_profile_predictions_loss: 519.3720 - logcount_predictions_loss: 0.3581 46/2418 [..............................] - ETA: 5:56 - loss: 525.5056 - logits_profile_predictions_loss: 519.2004 - logcount_predictions_loss: 0.3583 47/2418 [..............................] - ETA: 5:56 - loss: 525.3462 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:52 - loss: 523.3612 - logits_profile_predictions_loss: 516.9888 - logcount_predictions_loss: 0.3621 75/2418 [..............................] - ETA: 5:52 - loss: 523.3340 - logits_profile_predictions_loss: 516.9601 - logcount_predictions_loss: 0.3622 76/2418 [..............................] - ETA: 5:52 - loss: 523.3012 - logits_profile_predictions_loss: 516.9260 - logcount_predictions_loss: 0.3622 77/2418 [..............................] - ETA: 5:52 - loss: 523.2630 - logits_profile_predictions_loss: 516.8861 - logcount_predictions_loss: 0.3623 78/2418 [..............................] - ETA: 5:52 - loss: 523.2370 - logits_profile_predictions_loss: 516.8585 - logcount_predictions_loss: 0.3624 79/2418 [..............................] - ETA: 5:51 - loss: 523.2293 - logits_profile_predictions_loss: 516.8496 - logcount_predictions_loss: 0.3625 80/2418 [..............................] - ETA: 5:51 - loss: 523.2324 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 515.9548 - logcount_predictions_loss: 0.3695 2416/2418 [============================>.] - ETA: 0s - loss: 522.4585 - logits_profile_predictions_loss: 515.9543 - logcount_predictions_loss: 0.3695 2417/2418 [============================>.] - ETA: 0s - loss: 522.4580 - logits_profile_predictions_loss: 515.9538 - logcount_predictions_loss: 0.3695 2418/2418 [==============================] - ETA: 0s - loss: 522.4575 - logits_profile_predictions_loss: 515.9533 - logcount_predictions_loss: 0.3695 2418/2418 [==============================] - 383s 158ms/step - loss: 522.4570 - logits_profile_predictions_loss: 515.9529 - logcount_predictions_loss: 0.3695 - val_loss: 539.7885 - val_logits_profile_predictions_loss: 533.4564 - val_logcount_predictions_loss: 0.3598 Epoch 00010: val_loss did not improve from 536.51752 Epoch 11/50 1/2418 [..............................] - ETA: 7:24 - loss: 531.9088 - logits_profile_predictions_loss: 527.6046 - logcount_predictions_loss: 0.2446 2/2418 [..............................] - ETA: 6:05 - loss: 521.6692 - logits_profile_predictions_loss: 516.5626 - logcount_predictions_loss: 0.2901 3/2418 [..............................] - ETA: 6:04 - loss: 515.3608 - logits_profile_predictions_loss: 510.1369 - logcount_predictions_loss: 0.2968 4/2418 [..............................] - ETA: 6:04 - loss: 513.5442 - logits_profile_predictions_loss: 508.2290 - logcount_predictions_loss: 0.3020 5/2418 [..............................] - ETA: 6:04 - loss: 510.4403 - logits_profile_predictions_loss: 505.0149 - logcount_predictions_loss: 0.3083 6/2418 [..............................] - ETA: 6:04 - loss: 509.1086 - logits_profile_predictions_loss: 503.5734 - logcount_predictions_loss: 0.3145 7/2418 [..............................] - ETA: 6:03 - loss: 508.7704 - logits_profile_predictions_loss: 503.0797 - logcount_predictions_loss: 0.3233 8/2418 [..............................] - ETA: 6:03 - loss: 510.4208 - 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[..............................] - ETA: 6:02 - loss: 515.2361 - logits_profile_predictions_loss: 509.0885 - logcount_predictions_loss: 0.3493 16/2418 [..............................] - ETA: 6:01 - loss: 515.8916 - logits_profile_predictions_loss: 509.7376 - logcount_predictions_loss: 0.3497 17/2418 [..............................] - ETA: 6:01 - loss: 516.4609 - logits_profile_predictions_loss: 510.2962 - logcount_predictions_loss: 0.3503 18/2418 [..............................] - ETA: 6:01 - loss: 517.0781 - logits_profile_predictions_loss: 510.9112 - logcount_predictions_loss: 0.3504 19/2418 [..............................] - ETA: 6:01 - loss: 517.5725 - logits_profile_predictions_loss: 511.4039 - logcount_predictions_loss: 0.3505 20/2418 [..............................] - ETA: 6:01 - loss: 518.0458 - logits_profile_predictions_loss: 511.8754 - logcount_predictions_loss: 0.3506 21/2418 [..............................] - ETA: 6:01 - loss: 518.5563 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:04 - loss: 517.3539 - logits_profile_predictions_loss: 511.1372 - logcount_predictions_loss: 0.3532 401/2418 [===>..........................] - ETA: 5:03 - loss: 517.3466 - logits_profile_predictions_loss: 511.1299 - logcount_predictions_loss: 0.3532 402/2418 [===>..........................] - ETA: 5:03 - loss: 517.3398 - logits_profile_predictions_loss: 511.1232 - logcount_predictions_loss: 0.3532 403/2418 [====>.........................] - ETA: 5:03 - loss: 517.3334 - logits_profile_predictions_loss: 511.1168 - logcount_predictions_loss: 0.3532 404/2418 [====>.........................] - ETA: 5:03 - loss: 517.3274 - logits_profile_predictions_loss: 511.1109 - logcount_predictions_loss: 0.3532 405/2418 [====>.........................] - ETA: 5:03 - loss: 517.3212 - logits_profile_predictions_loss: 511.1047 - logcount_predictions_loss: 0.3532 406/2418 [====>.........................] - ETA: 5:03 - loss: 517.3150 - 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[====>.........................] - ETA: 5:02 - loss: 517.2711 - logits_profile_predictions_loss: 511.0547 - logcount_predictions_loss: 0.3532 414/2418 [====>.........................] - ETA: 5:01 - loss: 517.2647 - logits_profile_predictions_loss: 511.0484 - logcount_predictions_loss: 0.3532 415/2418 [====>.........................] - ETA: 5:01 - loss: 517.2585 - logits_profile_predictions_loss: 511.0422 - logcount_predictions_loss: 0.3532 416/2418 [====>.........................] - ETA: 5:01 - loss: 517.2525 - logits_profile_predictions_loss: 511.0362 - logcount_predictions_loss: 0.3532 417/2418 [====>.........................] - ETA: 5:01 - loss: 517.2467 - logits_profile_predictions_loss: 511.0304 - logcount_predictions_loss: 0.3532 418/2418 [====>.........................] - ETA: 5:01 - loss: 517.2411 - logits_profile_predictions_loss: 511.0248 - logcount_predictions_loss: 0.3532 419/2418 [====>.........................] - ETA: 5:01 - loss: 517.2356 - logits_profile_predictions_loss: 511.0193 - logcount_predictions_loss: 0.3532 420/2418 [====>.........................] - ETA: 5:01 - loss: 517.2305 - logits_profile_predictions_loss: 511.0143 - logcount_predictions_loss: 0.3532 421/2418 [====>.........................] - ETA: 5:00 - loss: 517.2258 - logits_profile_predictions_loss: 511.0095 - logcount_predictions_loss: 0.3532 422/2418 [====>.........................] - ETA: 5:00 - loss: 517.2211 - logits_profile_predictions_loss: 511.0049 - logcount_predictions_loss: 0.3532 423/2418 [====>.........................] - ETA: 5:00 - loss: 517.2163 - logits_profile_predictions_loss: 511.0002 - logcount_predictions_loss: 0.3532 424/2418 [====>.........................] - ETA: 5:00 - loss: 517.2117 - logits_profile_predictions_loss: 510.9956 - logcount_predictions_loss: 0.3532 425/2418 [====>.........................] - ETA: 5:00 - loss: 517.2067 - logits_profile_predictions_loss: 510.9907 - logcount_predictions_loss: 0.3532 426/2418 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logits_profile_predictions_loss: 510.9592 - logcount_predictions_loss: 0.3532 433/2418 [====>.........................] - ETA: 4:59 - loss: 517.1711 - logits_profile_predictions_loss: 510.9553 - logcount_predictions_loss: 0.3532 434/2418 [====>.........................] - ETA: 4:58 - loss: 517.1676 - logits_profile_predictions_loss: 510.9517 - logcount_predictions_loss: 0.3532 435/2418 [====>.........................] - ETA: 4:58 - loss: 517.1640 - logits_profile_predictions_loss: 510.9482 - logcount_predictions_loss: 0.3532 436/2418 [====>.........................] - ETA: 4:58 - loss: 517.1606 - logits_profile_predictions_loss: 510.9448 - logcount_predictions_loss: 0.3532 437/2418 [====>.........................] - ETA: 4:58 - loss: 517.1572 - logits_profile_predictions_loss: 510.9413 - logcount_predictions_loss: 0.3532 438/2418 [====>.........................] - ETA: 4:58 - loss: 517.1537 - logits_profile_predictions_loss: 510.9378 - logcount_predictions_loss: 0.3532 439/2418 [====>.........................] - ETA: 4:58 - loss: 517.1502 - logits_profile_predictions_loss: 510.9343 - logcount_predictions_loss: 0.3532 440/2418 [====>.........................] - ETA: 4:58 - loss: 517.1470 - logits_profile_predictions_loss: 510.9311 - logcount_predictions_loss: 0.3532 441/2418 [====>.........................] - ETA: 4:57 - loss: 517.1439 - logits_profile_predictions_loss: 510.9281 - logcount_predictions_loss: 0.3532 442/2418 [====>.........................] - ETA: 4:57 - loss: 517.1413 - logits_profile_predictions_loss: 510.9254 - logcount_predictions_loss: 0.3532 443/2418 [====>.........................] - ETA: 4:57 - loss: 517.1385 - logits_profile_predictions_loss: 510.9226 - logcount_predictions_loss: 0.3532 444/2418 [====>.........................] - ETA: 4:57 - loss: 517.1360 - logits_profile_predictions_loss: 510.9201 - logcount_predictions_loss: 0.3532 445/2418 [====>.........................] - ETA: 4:57 - loss: 517.1339 - logits_profile_predictions_loss: 510.9179 - logcount_predictions_loss: 0.3532 446/2418 [====>.........................] - ETA: 4:57 - loss: 517.1314 - logits_profile_predictions_loss: 510.9154 - logcount_predictions_loss: 0.3532 447/2418 [====>.........................] - ETA: 4:57 - loss: 517.1291 - logits_profile_predictions_loss: 510.9131 - logcount_predictions_loss: 0.3532 448/2418 [====>.........................] - ETA: 4:56 - loss: 517.1270 - logits_profile_predictions_loss: 510.9110 - logcount_predictions_loss: 0.3532 449/2418 [====>.........................] - ETA: 4:56 - loss: 517.1249 - logits_profile_predictions_loss: 510.9089 - logcount_predictions_loss: 0.3532 450/2418 [====>.........................] - ETA: 4:56 - loss: 517.1230 - logits_profile_predictions_loss: 510.9069 - logcount_predictions_loss: 0.3532 451/2418 [====>.........................] - ETA: 4:56 - loss: 517.1211 - logits_profile_predictions_loss: 510.9050 - logcount_predictions_loss: 0.3532 452/2418 [====>.........................] - ETA: 4:56 - loss: 517.1193 - logits_profile_predictions_loss: 510.9032 - logcount_predictions_loss: 0.3532 453/2418 [====>.........................] - ETA: 4:56 - loss: 517.1174 - logits_profile_predictions_loss: 510.9012 - logcount_predictions_loss: 0.3532 454/2418 [====>.........................] - ETA: 4:55 - loss: 517.1152 - logits_profile_predictions_loss: 510.8991 - logcount_predictions_loss: 0.3532 455/2418 [====>.........................] - ETA: 4:55 - loss: 517.1128 - logits_profile_predictions_loss: 510.8966 - logcount_predictions_loss: 0.3532 456/2418 [====>.........................] - ETA: 4:55 - loss: 517.1104 - logits_profile_predictions_loss: 510.8942 - logcount_predictions_loss: 0.3532 457/2418 [====>.........................] - ETA: 4:55 - loss: 517.1079 - logits_profile_predictions_loss: 510.8917 - logcount_predictions_loss: 0.3532 458/2418 [====>.........................] - ETA: 4:55 - loss: 517.1059 - 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logits_profile_predictions_loss: 511.3059 - logcount_predictions_loss: 0.3577 2410/2418 [============================>.] - ETA: 1s - loss: 517.6017 - logits_profile_predictions_loss: 511.3065 - logcount_predictions_loss: 0.3577 2411/2418 [============================>.] - ETA: 1s - loss: 517.6023 - logits_profile_predictions_loss: 511.3071 - logcount_predictions_loss: 0.3577 2412/2418 [============================>.] - ETA: 0s - loss: 517.6030 - logits_profile_predictions_loss: 511.3077 - logcount_predictions_loss: 0.3577 2413/2418 [============================>.] - ETA: 0s - loss: 517.6036 - logits_profile_predictions_loss: 511.3083 - logcount_predictions_loss: 0.3577 2414/2418 [============================>.] - ETA: 0s - loss: 517.6043 - logits_profile_predictions_loss: 511.3090 - logcount_predictions_loss: 0.3577 2415/2418 [============================>.] - ETA: 0s - loss: 517.6049 - logits_profile_predictions_loss: 511.3096 - logcount_predictions_loss: 0.3577 2416/2418 [============================>.] - ETA: 0s - loss: 517.6055 - logits_profile_predictions_loss: 511.3102 - logcount_predictions_loss: 0.3577 2417/2418 [============================>.] - ETA: 0s - loss: 517.6062 - logits_profile_predictions_loss: 511.3108 - logcount_predictions_loss: 0.3577 2418/2418 [==============================] - ETA: 0s - loss: 517.6068 - logits_profile_predictions_loss: 511.3114 - logcount_predictions_loss: 0.3577 2418/2418 [==============================] - 382s 158ms/step - loss: 517.6074 - logits_profile_predictions_loss: 511.3120 - logcount_predictions_loss: 0.3577 - val_loss: 539.6962 - val_logits_profile_predictions_loss: 533.6673 - val_logcount_predictions_loss: 0.3426 Epoch 00011: val_loss did not improve from 536.51752 Epoch 12/50 1/2418 [..............................] - ETA: 7:03 - loss: 473.7419 - logits_profile_predictions_loss: 467.8516 - logcount_predictions_loss: 0.3347 2/2418 [..............................] - ETA: 6:09 - loss: 493.3365 - logits_profile_predictions_loss: 486.8852 - logcount_predictions_loss: 0.3666 3/2418 [..............................] - ETA: 6:07 - loss: 498.0492 - logits_profile_predictions_loss: 491.4708 - logcount_predictions_loss: 0.3738 4/2418 [..............................] - ETA: 6:05 - loss: 502.3590 - logits_profile_predictions_loss: 495.7867 - logcount_predictions_loss: 0.3734 5/2418 [..............................] - ETA: 6:05 - loss: 507.3452 - logits_profile_predictions_loss: 500.8647 - logcount_predictions_loss: 0.3682 6/2418 [..............................] - ETA: 6:04 - loss: 510.4655 - logits_profile_predictions_loss: 504.0672 - logcount_predictions_loss: 0.3635 7/2418 [..............................] - ETA: 6:04 - loss: 511.2731 - logits_profile_predictions_loss: 504.9539 - logcount_predictions_loss: 0.3590 8/2418 [..............................] - ETA: 6:04 - loss: 512.2332 - logits_profile_predictions_loss: 505.9392 - logcount_predictions_loss: 0.3576 9/2418 [..............................] - ETA: 6:03 - loss: 513.5768 - logits_profile_predictions_loss: 507.3118 - logcount_predictions_loss: 0.3560 10/2418 [..............................] - ETA: 6:03 - loss: 515.1778 - logits_profile_predictions_loss: 508.9412 - logcount_predictions_loss: 0.3543 11/2418 [..............................] - ETA: 6:03 - loss: 516.8423 - logits_profile_predictions_loss: 510.6315 - logcount_predictions_loss: 0.3529 12/2418 [..............................] - ETA: 6:03 - loss: 517.9420 - logits_profile_predictions_loss: 511.7696 - logcount_predictions_loss: 0.3507 13/2418 [..............................] - ETA: 6:02 - loss: 518.6457 - logits_profile_predictions_loss: 512.5139 - logcount_predictions_loss: 0.3484 14/2418 [..............................] - ETA: 6:02 - loss: 519.3377 - logits_profile_predictions_loss: 513.2301 - logcount_predictions_loss: 0.3470 15/2418 [..............................] - ETA: 6:02 - loss: 520.0975 - logits_profile_predictions_loss: 514.0026 - logcount_predictions_loss: 0.3463 16/2418 [..............................] - ETA: 6:02 - loss: 520.7805 - logits_profile_predictions_loss: 514.6999 - logcount_predictions_loss: 0.3455 17/2418 [..............................] - ETA: 6:02 - loss: 521.3139 - logits_profile_predictions_loss: 515.2484 - logcount_predictions_loss: 0.3446 18/2418 [..............................] - ETA: 6:01 - loss: 521.6810 - logits_profile_predictions_loss: 515.6241 - logcount_predictions_loss: 0.3441 19/2418 [..............................] - ETA: 6:01 - loss: 521.7517 - logits_profile_predictions_loss: 515.7013 - logcount_predictions_loss: 0.3438 20/2418 [..............................] - ETA: 6:01 - loss: 521.6334 - logits_profile_predictions_loss: 515.5895 - logcount_predictions_loss: 0.3434 21/2418 [..............................] - ETA: 6:01 - loss: 521.5327 - logits_profile_predictions_loss: 515.4947 - logcount_predictions_loss: 0.3431 22/2418 [..............................] - ETA: 6:01 - loss: 521.4527 - logits_profile_predictions_loss: 515.4186 - logcount_predictions_loss: 0.3429 23/2418 [..............................] - ETA: 6:00 - loss: 521.3923 - logits_profile_predictions_loss: 515.3561 - logcount_predictions_loss: 0.3430 24/2418 [..............................] - ETA: 6:00 - loss: 521.3919 - logits_profile_predictions_loss: 515.3510 - logcount_predictions_loss: 0.3432 25/2418 [..............................] - ETA: 6:00 - loss: 521.4559 - logits_profile_predictions_loss: 515.4088 - logcount_predictions_loss: 0.3436 26/2418 [..............................] - ETA: 6:00 - loss: 521.4319 - logits_profile_predictions_loss: 515.3773 - logcount_predictions_loss: 0.3440 27/2418 [..............................] - ETA: 6:00 - loss: 521.3609 - logits_profile_predictions_loss: 515.2960 - logcount_predictions_loss: 0.3446 28/2418 [..............................] - ETA: 6:00 - loss: 521.4400 - logits_profile_predictions_loss: 515.3665 - logcount_predictions_loss: 0.3451 29/2418 [..............................] - ETA: 5:59 - loss: 521.5524 - logits_profile_predictions_loss: 515.4718 - logcount_predictions_loss: 0.3455 30/2418 [..............................] - ETA: 5:59 - loss: 521.6593 - logits_profile_predictions_loss: 515.5738 - logcount_predictions_loss: 0.3458 31/2418 [..............................] - ETA: 5:59 - loss: 521.7411 - logits_profile_predictions_loss: 515.6514 - logcount_predictions_loss: 0.3460 32/2418 [..............................] - ETA: 5:59 - loss: 521.8249 - logits_profile_predictions_loss: 515.7326 - logcount_predictions_loss: 0.3462 33/2418 [..............................] - ETA: 5:59 - loss: 521.9045 - logits_profile_predictions_loss: 515.8080 - logcount_predictions_loss: 0.3464 34/2418 [..............................] - ETA: 5:59 - loss: 521.9674 - logits_profile_predictions_loss: 515.8664 - logcount_predictions_loss: 0.3466 35/2418 [..............................] - ETA: 5:59 - loss: 521.9900 - logits_profile_predictions_loss: 515.8856 - logcount_predictions_loss: 0.3468 36/2418 [..............................] - ETA: 5:58 - loss: 522.0355 - logits_profile_predictions_loss: 515.9295 - logcount_predictions_loss: 0.3469 37/2418 [..............................] - ETA: 5:58 - loss: 522.0262 - logits_profile_predictions_loss: 515.9173 - logcount_predictions_loss: 0.3471 38/2418 [..............................] - ETA: 5:58 - loss: 521.9938 - logits_profile_predictions_loss: 515.8820 - logcount_predictions_loss: 0.3473 39/2418 [..............................] - ETA: 5:58 - loss: 521.9483 - logits_profile_predictions_loss: 515.8318 - logcount_predictions_loss: 0.3475 40/2418 [..............................] - ETA: 5:58 - loss: 521.8823 - logits_profile_predictions_loss: 515.7621 - logcount_predictions_loss: 0.3477 41/2418 [..............................] - ETA: 5:58 - loss: 521.8284 - logits_profile_predictions_loss: 515.7034 - logcount_predictions_loss: 0.3480 42/2418 [..............................] - ETA: 5:58 - loss: 521.7870 - logits_profile_predictions_loss: 515.6572 - logcount_predictions_loss: 0.3483 43/2418 [..............................] - ETA: 5:57 - loss: 521.7328 - logits_profile_predictions_loss: 515.5996 - logcount_predictions_loss: 0.3485 44/2418 [..............................] - ETA: 5:57 - loss: 521.6692 - logits_profile_predictions_loss: 515.5319 - logcount_predictions_loss: 0.3487 45/2418 [..............................] - ETA: 5:57 - loss: 521.6238 - logits_profile_predictions_loss: 515.4827 - logcount_predictions_loss: 0.3489 46/2418 [..............................] - ETA: 5:57 - loss: 521.5598 - logits_profile_predictions_loss: 515.4157 - logcount_predictions_loss: 0.3491 47/2418 [..............................] - ETA: 5:57 - loss: 521.5111 - logits_profile_predictions_loss: 515.3644 - logcount_predictions_loss: 0.3492 48/2418 [..............................] - ETA: 5:57 - loss: 521.4667 - logits_profile_predictions_loss: 515.3166 - logcount_predictions_loss: 0.3494 49/2418 [..............................] - ETA: 5:56 - loss: 521.4062 - logits_profile_predictions_loss: 515.2530 - logcount_predictions_loss: 0.3496 50/2418 [..............................] - ETA: 5:56 - loss: 521.3374 - logits_profile_predictions_loss: 515.1802 - logcount_predictions_loss: 0.3498 51/2418 [..............................] - ETA: 5:56 - loss: 521.3097 - logits_profile_predictions_loss: 515.1483 - logcount_predictions_loss: 0.3501 52/2418 [..............................] - ETA: 5:56 - loss: 521.2577 - logits_profile_predictions_loss: 515.0935 - logcount_predictions_loss: 0.3502 53/2418 [..............................] - ETA: 5:56 - loss: 521.1991 - logits_profile_predictions_loss: 515.0321 - logcount_predictions_loss: 0.3504 54/2418 [..............................] - ETA: 5:56 - loss: 521.1401 - logits_profile_predictions_loss: 514.9706 - logcount_predictions_loss: 0.3505 55/2418 [..............................] - ETA: 5:56 - loss: 521.0997 - logits_profile_predictions_loss: 514.9276 - logcount_predictions_loss: 0.3507 56/2418 [..............................] - ETA: 5:55 - loss: 521.0667 - logits_profile_predictions_loss: 514.8927 - logcount_predictions_loss: 0.3508 57/2418 [..............................] - ETA: 5:55 - loss: 521.0178 - logits_profile_predictions_loss: 514.8419 - logcount_predictions_loss: 0.3509 58/2418 [..............................] - ETA: 5:55 - loss: 520.9902 - logits_profile_predictions_loss: 514.8130 - logcount_predictions_loss: 0.3510 59/2418 [..............................] - ETA: 5:55 - loss: 520.9624 - logits_profile_predictions_loss: 514.7840 - logcount_predictions_loss: 0.3510 60/2418 [..............................] - ETA: 5:55 - loss: 520.9607 - logits_profile_predictions_loss: 514.7810 - logcount_predictions_loss: 0.3511 61/2418 [..............................] - ETA: 5:55 - loss: 520.9687 - logits_profile_predictions_loss: 514.7879 - logcount_predictions_loss: 0.3512 62/2418 [..............................] - ETA: 5:54 - loss: 521.0025 - logits_profile_predictions_loss: 514.8206 - logcount_predictions_loss: 0.3512 63/2418 [..............................] - ETA: 5:54 - loss: 521.0273 - logits_profile_predictions_loss: 514.8441 - logcount_predictions_loss: 0.3513 64/2418 [..............................] - ETA: 5:54 - loss: 521.0411 - logits_profile_predictions_loss: 514.8567 - logcount_predictions_loss: 0.3514 65/2418 [..............................] - ETA: 5:54 - loss: 521.0441 - logits_profile_predictions_loss: 514.8590 - logcount_predictions_loss: 0.3514 66/2418 [..............................] - ETA: 5:54 - loss: 521.0465 - logits_profile_predictions_loss: 514.8605 - logcount_predictions_loss: 0.3515 67/2418 [..............................] - ETA: 5:54 - loss: 521.0494 - logits_profile_predictions_loss: 514.8627 - logcount_predictions_loss: 0.3515 68/2418 [..............................] - ETA: 5:53 - loss: 521.0555 - logits_profile_predictions_loss: 514.8679 - logcount_predictions_loss: 0.3516 69/2418 [..............................] - ETA: 5:53 - loss: 521.0460 - logits_profile_predictions_loss: 514.8577 - logcount_predictions_loss: 0.3516 70/2418 [..............................] - ETA: 5:53 - loss: 521.0364 - logits_profile_predictions_loss: 514.8472 - logcount_predictions_loss: 0.3517 71/2418 [..............................] - ETA: 5:53 - loss: 521.0262 - logits_profile_predictions_loss: 514.8368 - logcount_predictions_loss: 0.3517 72/2418 [..............................] - ETA: 5:53 - loss: 521.0038 - logits_profile_predictions_loss: 514.8143 - logcount_predictions_loss: 0.3517 73/2418 [..............................] - ETA: 5:53 - loss: 520.9712 - logits_profile_predictions_loss: 514.7812 - logcount_predictions_loss: 0.3517 74/2418 [..............................] - ETA: 5:53 - loss: 520.9310 - logits_profile_predictions_loss: 514.7407 - logcount_predictions_loss: 0.3517 75/2418 [..............................] - ETA: 5:52 - loss: 520.8792 - logits_profile_predictions_loss: 514.6876 - logcount_predictions_loss: 0.3518 76/2418 [..............................] - ETA: 5:52 - loss: 520.8255 - logits_profile_predictions_loss: 514.6328 - logcount_predictions_loss: 0.3519 77/2418 [..............................] - ETA: 5:52 - loss: 520.7599 - logits_profile_predictions_loss: 514.5665 - logcount_predictions_loss: 0.3519 78/2418 [..............................] - ETA: 5:52 - loss: 520.7022 - logits_profile_predictions_loss: 514.5075 - logcount_predictions_loss: 0.3520 79/2418 [..............................] - ETA: 5:52 - loss: 520.6382 - logits_profile_predictions_loss: 514.4426 - logcount_predictions_loss: 0.3520 80/2418 [..............................] - ETA: 5:52 - loss: 520.5758 - logits_profile_predictions_loss: 514.3795 - logcount_predictions_loss: 0.3521 81/2418 [>.............................] - ETA: 5:51 - loss: 520.5089 - logits_profile_predictions_loss: 514.3119 - logcount_predictions_loss: 0.3521 82/2418 [>.............................] - ETA: 5:51 - loss: 520.4501 - logits_profile_predictions_loss: 514.2525 - logcount_predictions_loss: 0.3521 83/2418 [>.............................] - ETA: 5:51 - loss: 520.3953 - logits_profile_predictions_loss: 514.1971 - logcount_predictions_loss: 0.3522 84/2418 [>.............................] - ETA: 5:51 - loss: 520.3404 - logits_profile_predictions_loss: 514.1412 - logcount_predictions_loss: 0.3522 85/2418 [>.............................] - ETA: 5:51 - loss: 520.2857 - logits_profile_predictions_loss: 514.0854 - logcount_predictions_loss: 0.3523 86/2418 [>.............................] - ETA: 5:51 - loss: 520.2332 - logits_profile_predictions_loss: 514.0320 - logcount_predictions_loss: 0.3523 87/2418 [>.............................] - ETA: 5:51 - loss: 520.1854 - logits_profile_predictions_loss: 513.9834 - logcount_predictions_loss: 0.3524 88/2418 [>.............................] - ETA: 5:50 - loss: 520.1452 - logits_profile_predictions_loss: 513.9426 - logcount_predictions_loss: 0.3524 89/2418 [>.............................] - ETA: 5:50 - loss: 520.1120 - logits_profile_predictions_loss: 513.9084 - logcount_predictions_loss: 0.3525 90/2418 [>.............................] - ETA: 5:50 - loss: 520.0738 - logits_profile_predictions_loss: 513.8692 - logcount_predictions_loss: 0.3525 91/2418 [>.............................] - ETA: 5:50 - loss: 520.0301 - logits_profile_predictions_loss: 513.8244 - logcount_predictions_loss: 0.3526 92/2418 [>.............................] - ETA: 5:50 - loss: 519.9900 - logits_profile_predictions_loss: 513.7833 - logcount_predictions_loss: 0.3527 93/2418 [>.............................] - ETA: 5:50 - loss: 519.9450 - logits_profile_predictions_loss: 513.7374 - logcount_predictions_loss: 0.3527 94/2418 [>.............................] - ETA: 5:50 - loss: 519.9013 - logits_profile_predictions_loss: 513.6931 - logcount_predictions_loss: 0.3527 95/2418 [>.............................] - ETA: 5:49 - loss: 519.8547 - logits_profile_predictions_loss: 513.6459 - logcount_predictions_loss: 0.3528 96/2418 [>.............................] - ETA: 5:49 - loss: 519.8065 - logits_profile_predictions_loss: 513.5973 - logcount_predictions_loss: 0.3528 97/2418 [>.............................] - ETA: 5:49 - loss: 519.7555 - logits_profile_predictions_loss: 513.5459 - logcount_predictions_loss: 0.3528 98/2418 [>.............................] - ETA: 5:49 - loss: 519.7006 - logits_profile_predictions_loss: 513.4906 - logcount_predictions_loss: 0.3528 99/2418 [>.............................] - ETA: 5:49 - loss: 519.6528 - logits_profile_predictions_loss: 513.4426 - logcount_predictions_loss: 0.3528 100/2418 [>.............................] - ETA: 5:49 - loss: 519.6043 - logits_profile_predictions_loss: 513.3939 - logcount_predictions_loss: 0.3529 101/2418 [>.............................] - ETA: 5:48 - loss: 519.5565 - logits_profile_predictions_loss: 513.3463 - logcount_predictions_loss: 0.3528 102/2418 [>.............................] - ETA: 5:48 - loss: 519.5127 - logits_profile_predictions_loss: 513.3026 - logcount_predictions_loss: 0.3528 103/2418 [>.............................] - ETA: 5:48 - loss: 519.4700 - logits_profile_predictions_loss: 513.2600 - logcount_predictions_loss: 0.3528 104/2418 [>.............................] - ETA: 5:48 - loss: 519.4281 - logits_profile_predictions_loss: 513.2181 - logcount_predictions_loss: 0.3528 105/2418 [>.............................] - ETA: 5:48 - loss: 519.3880 - logits_profile_predictions_loss: 513.1779 - logcount_predictions_loss: 0.3528 106/2418 [>.............................] - ETA: 5:48 - loss: 519.3485 - logits_profile_predictions_loss: 513.1382 - logcount_predictions_loss: 0.3529 107/2418 [>.............................] - ETA: 5:48 - loss: 519.3091 - logits_profile_predictions_loss: 513.0985 - logcount_predictions_loss: 0.3529 108/2418 [>.............................] - ETA: 5:48 - loss: 519.2641 - logits_profile_predictions_loss: 513.0531 - logcount_predictions_loss: 0.3529 109/2418 [>.............................] - ETA: 5:47 - loss: 519.2200 - logits_profile_predictions_loss: 513.0087 - logcount_predictions_loss: 0.3529 110/2418 [>.............................] - ETA: 5:47 - loss: 519.1725 - logits_profile_predictions_loss: 512.9610 - logcount_predictions_loss: 0.3529 111/2418 [>.............................] - ETA: 5:47 - loss: 519.1332 - logits_profile_predictions_loss: 512.9215 - logcount_predictions_loss: 0.3529 112/2418 [>.............................] - ETA: 5:47 - loss: 519.0963 - logits_profile_predictions_loss: 512.8846 - logcount_predictions_loss: 0.3529 113/2418 [>.............................] - ETA: 5:47 - loss: 519.0561 - logits_profile_predictions_loss: 512.8445 - logcount_predictions_loss: 0.3529 114/2418 [>.............................] - ETA: 5:47 - loss: 519.0136 - logits_profile_predictions_loss: 512.8021 - logcount_predictions_loss: 0.3529 115/2418 [>.............................] - ETA: 5:46 - loss: 518.9675 - logits_profile_predictions_loss: 512.7562 - logcount_predictions_loss: 0.3529 116/2418 [>.............................] - ETA: 5:46 - loss: 518.9198 - logits_profile_predictions_loss: 512.7087 - logcount_predictions_loss: 0.3529 117/2418 [>.............................] - ETA: 5:46 - loss: 518.8703 - logits_profile_predictions_loss: 512.6595 - logcount_predictions_loss: 0.3529 118/2418 [>.............................] - ETA: 5:46 - loss: 518.8134 - logits_profile_predictions_loss: 512.6028 - logcount_predictions_loss: 0.3529 119/2418 [>.............................] - ETA: 5:46 - loss: 518.7580 - logits_profile_predictions_loss: 512.5477 - logcount_predictions_loss: 0.3529 120/2418 [>.............................] - ETA: 5:46 - loss: 518.7126 - logits_profile_predictions_loss: 512.5026 - logcount_predictions_loss: 0.3528 121/2418 [>.............................] - ETA: 5:46 - loss: 518.6655 - logits_profile_predictions_loss: 512.4559 - logcount_predictions_loss: 0.3528 122/2418 [>.............................] - ETA: 5:45 - loss: 518.6248 - logits_profile_predictions_loss: 512.4154 - logcount_predictions_loss: 0.3528 123/2418 [>.............................] - ETA: 5:45 - loss: 518.5865 - logits_profile_predictions_loss: 512.3775 - logcount_predictions_loss: 0.3528 124/2418 [>.............................] - ETA: 5:45 - loss: 518.5476 - logits_profile_predictions_loss: 512.3388 - logcount_predictions_loss: 0.3528 125/2418 [>.............................] - ETA: 5:45 - loss: 518.5076 - logits_profile_predictions_loss: 512.2992 - logcount_predictions_loss: 0.3527 126/2418 [>.............................] - ETA: 5:45 - loss: 518.4676 - logits_profile_predictions_loss: 512.2596 - logcount_predictions_loss: 0.3527 127/2418 [>.............................] - ETA: 5:45 - loss: 518.4288 - 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[============================>.] - ETA: 9s - loss: 516.2536 - logits_profile_predictions_loss: 510.0898 - logcount_predictions_loss: 0.3502 2358/2418 [============================>.] - ETA: 9s - loss: 516.2542 - logits_profile_predictions_loss: 510.0904 - logcount_predictions_loss: 0.3502 2359/2418 [============================>.] - ETA: 8s - loss: 516.2548 - logits_profile_predictions_loss: 510.0910 - logcount_predictions_loss: 0.3502 2360/2418 [============================>.] - ETA: 8s - loss: 516.2554 - logits_profile_predictions_loss: 510.0916 - logcount_predictions_loss: 0.3502 2361/2418 [============================>.] - ETA: 8s - loss: 516.2560 - logits_profile_predictions_loss: 510.0922 - logcount_predictions_loss: 0.3502 2362/2418 [============================>.] - ETA: 8s - loss: 516.2566 - logits_profile_predictions_loss: 510.0928 - logcount_predictions_loss: 0.3502 2363/2418 [============================>.] - ETA: 8s - loss: 516.2572 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 516.2738 - logits_profile_predictions_loss: 510.1099 - logcount_predictions_loss: 0.3502 2391/2418 [============================>.] - ETA: 4s - loss: 516.2744 - logits_profile_predictions_loss: 510.1105 - logcount_predictions_loss: 0.3502 2392/2418 [============================>.] - ETA: 3s - loss: 516.2750 - logits_profile_predictions_loss: 510.1111 - logcount_predictions_loss: 0.3502 2393/2418 [============================>.] - ETA: 3s - loss: 516.2756 - logits_profile_predictions_loss: 510.1117 - logcount_predictions_loss: 0.3502 2394/2418 [============================>.] - ETA: 3s - loss: 516.2762 - logits_profile_predictions_loss: 510.1124 - logcount_predictions_loss: 0.3502 2395/2418 [============================>.] - ETA: 3s - loss: 516.2769 - logits_profile_predictions_loss: 510.1130 - logcount_predictions_loss: 0.3502 2396/2418 [============================>.] - ETA: 3s - loss: 516.2775 - logits_profile_predictions_loss: 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loss: 516.2819 - logits_profile_predictions_loss: 510.1180 - logcount_predictions_loss: 0.3502 2404/2418 [============================>.] - ETA: 2s - loss: 516.2825 - logits_profile_predictions_loss: 510.1186 - logcount_predictions_loss: 0.3502 2405/2418 [============================>.] - ETA: 1s - loss: 516.2831 - logits_profile_predictions_loss: 510.1192 - logcount_predictions_loss: 0.3502 2406/2418 [============================>.] - ETA: 1s - loss: 516.2837 - logits_profile_predictions_loss: 510.1198 - logcount_predictions_loss: 0.3502 2407/2418 [============================>.] - ETA: 1s - loss: 516.2844 - logits_profile_predictions_loss: 510.1205 - logcount_predictions_loss: 0.3502 2408/2418 [============================>.] - ETA: 1s - loss: 516.2850 - logits_profile_predictions_loss: 510.1211 - logcount_predictions_loss: 0.3502 2409/2418 [============================>.] - ETA: 1s - loss: 516.2856 - logits_profile_predictions_loss: 510.1217 - logcount_predictions_loss: 0.3502 2410/2418 [============================>.] - ETA: 1s - loss: 516.2863 - logits_profile_predictions_loss: 510.1224 - logcount_predictions_loss: 0.3502 2411/2418 [============================>.] - ETA: 1s - loss: 516.2869 - logits_profile_predictions_loss: 510.1230 - logcount_predictions_loss: 0.3502 2412/2418 [============================>.] - ETA: 0s - loss: 516.2875 - logits_profile_predictions_loss: 510.1236 - logcount_predictions_loss: 0.3502 2413/2418 [============================>.] - ETA: 0s - loss: 516.2882 - logits_profile_predictions_loss: 510.1243 - logcount_predictions_loss: 0.3502 2414/2418 [============================>.] - ETA: 0s - loss: 516.2888 - logits_profile_predictions_loss: 510.1249 - logcount_predictions_loss: 0.3502 2415/2418 [============================>.] - ETA: 0s - loss: 516.2895 - logits_profile_predictions_loss: 510.1256 - logcount_predictions_loss: 0.3502 2416/2418 [============================>.] - ETA: 0s - loss: 516.2901 - logits_profile_predictions_loss: 510.1262 - logcount_predictions_loss: 0.3502 2417/2418 [============================>.] - ETA: 0s - loss: 516.2908 - logits_profile_predictions_loss: 510.1269 - logcount_predictions_loss: 0.3502 2418/2418 [==============================] - ETA: 0s - loss: 516.2914 - logits_profile_predictions_loss: 510.1275 - logcount_predictions_loss: 0.3502 2418/2418 [==============================] - 382s 158ms/step - loss: 516.2921 - logits_profile_predictions_loss: 510.1281 - logcount_predictions_loss: 0.3502 - val_loss: 536.8250 - val_logits_profile_predictions_loss: 530.4177 - val_logcount_predictions_loss: 0.3641 Epoch 00012: val_loss did not improve from 536.51752 Epoch 13/50 1/2418 [..............................] - ETA: 7:17 - loss: 503.0003 - logits_profile_predictions_loss: 496.1623 - logcount_predictions_loss: 0.3885 2/2418 [..............................] - ETA: 6:05 - loss: 522.2350 - logits_profile_predictions_loss: 515.1621 - logcount_predictions_loss: 0.4019 3/2418 [..............................] - ETA: 6:04 - loss: 528.4080 - logits_profile_predictions_loss: 521.4221 - logcount_predictions_loss: 0.3969 4/2418 [..............................] - ETA: 6:04 - loss: 525.8031 - logits_profile_predictions_loss: 518.9149 - logcount_predictions_loss: 0.3914 5/2418 [..............................] - ETA: 6:04 - loss: 526.2052 - logits_profile_predictions_loss: 519.4814 - logcount_predictions_loss: 0.3820 6/2418 [..............................] - ETA: 6:04 - loss: 526.2718 - logits_profile_predictions_loss: 519.6520 - logcount_predictions_loss: 0.3761 7/2418 [..............................] - ETA: 6:03 - loss: 525.6178 - logits_profile_predictions_loss: 519.0555 - logcount_predictions_loss: 0.3729 8/2418 [..............................] - ETA: 6:03 - loss: 524.8619 - logits_profile_predictions_loss: 518.3296 - logcount_predictions_loss: 0.3712 9/2418 [..............................] - ETA: 6:03 - loss: 523.1698 - logits_profile_predictions_loss: 516.6621 - logcount_predictions_loss: 0.3698 10/2418 [..............................] - ETA: 6:03 - loss: 521.3882 - logits_profile_predictions_loss: 514.9129 - logcount_predictions_loss: 0.3679 11/2418 [..............................] - ETA: 6:02 - loss: 520.5857 - logits_profile_predictions_loss: 514.1431 - logcount_predictions_loss: 0.3661 12/2418 [..............................] - ETA: 6:02 - loss: 520.3610 - logits_profile_predictions_loss: 513.9515 - logcount_predictions_loss: 0.3642 13/2418 [..............................] - ETA: 6:02 - loss: 520.4401 - logits_profile_predictions_loss: 514.0720 - logcount_predictions_loss: 0.3618 14/2418 [..............................] - ETA: 6:02 - loss: 520.0563 - logits_profile_predictions_loss: 513.7327 - logcount_predictions_loss: 0.3593 15/2418 [..............................] - ETA: 6:02 - loss: 519.6010 - logits_profile_predictions_loss: 513.3144 - logcount_predictions_loss: 0.3572 16/2418 [..............................] - ETA: 6:02 - loss: 519.2933 - logits_profile_predictions_loss: 513.0376 - logcount_predictions_loss: 0.3554 17/2418 [..............................] - ETA: 6:01 - loss: 519.3195 - logits_profile_predictions_loss: 513.0887 - logcount_predictions_loss: 0.3540 18/2418 [..............................] - ETA: 6:01 - loss: 519.2845 - logits_profile_predictions_loss: 513.0728 - logcount_predictions_loss: 0.3529 19/2418 [..............................] - ETA: 6:01 - loss: 519.2284 - logits_profile_predictions_loss: 513.0356 - logcount_predictions_loss: 0.3519 20/2418 [..............................] - ETA: 6:01 - loss: 519.1691 - logits_profile_predictions_loss: 512.9875 - logcount_predictions_loss: 0.3512 21/2418 [..............................] - ETA: 6:01 - loss: 519.0887 - logits_profile_predictions_loss: 512.9160 - logcount_predictions_loss: 0.3507 22/2418 [..............................] - ETA: 6:01 - loss: 518.9156 - logits_profile_predictions_loss: 512.7506 - logcount_predictions_loss: 0.3503 23/2418 [..............................] - ETA: 6:00 - loss: 518.8921 - logits_profile_predictions_loss: 512.7320 - logcount_predictions_loss: 0.3500 24/2418 [..............................] - ETA: 6:00 - loss: 518.8677 - logits_profile_predictions_loss: 512.7120 - logcount_predictions_loss: 0.3498 25/2418 [..............................] - ETA: 6:00 - loss: 518.9153 - logits_profile_predictions_loss: 512.7654 - logcount_predictions_loss: 0.3494 26/2418 [..............................] - ETA: 6:00 - loss: 518.9078 - logits_profile_predictions_loss: 512.7644 - logcount_predictions_loss: 0.3491 27/2418 [..............................] - ETA: 6:00 - loss: 518.9288 - logits_profile_predictions_loss: 512.7938 - logcount_predictions_loss: 0.3486 28/2418 [..............................] - ETA: 6:00 - loss: 518.9486 - logits_profile_predictions_loss: 512.8179 - logcount_predictions_loss: 0.3483 29/2418 [..............................] - ETA: 5:59 - loss: 518.9041 - logits_profile_predictions_loss: 512.7795 - logcount_predictions_loss: 0.3480 30/2418 [..............................] - ETA: 5:59 - loss: 518.8053 - logits_profile_predictions_loss: 512.6866 - logcount_predictions_loss: 0.3477 31/2418 [..............................] - ETA: 5:59 - loss: 518.7368 - logits_profile_predictions_loss: 512.6248 - logcount_predictions_loss: 0.3473 32/2418 [..............................] - ETA: 5:59 - loss: 518.6306 - logits_profile_predictions_loss: 512.5251 - logcount_predictions_loss: 0.3469 33/2418 [..............................] - ETA: 5:59 - loss: 518.6095 - logits_profile_predictions_loss: 512.5106 - logcount_predictions_loss: 0.3465 34/2418 [..............................] - ETA: 5:59 - loss: 518.5897 - logits_profile_predictions_loss: 512.4957 - logcount_predictions_loss: 0.3462 35/2418 [..............................] - ETA: 5:58 - loss: 518.5343 - logits_profile_predictions_loss: 512.4451 - logcount_predictions_loss: 0.3460 36/2418 [..............................] - ETA: 5:58 - loss: 518.4982 - logits_profile_predictions_loss: 512.4134 - logcount_predictions_loss: 0.3457 37/2418 [..............................] - ETA: 5:58 - loss: 518.4527 - logits_profile_predictions_loss: 512.3690 - logcount_predictions_loss: 0.3457 38/2418 [..............................] - ETA: 5:58 - loss: 518.3810 - logits_profile_predictions_loss: 512.2991 - logcount_predictions_loss: 0.3456 39/2418 [..............................] - ETA: 5:58 - loss: 518.3055 - logits_profile_predictions_loss: 512.2258 - logcount_predictions_loss: 0.3454 40/2418 [..............................] - ETA: 5:58 - loss: 518.2489 - logits_profile_predictions_loss: 512.1708 - logcount_predictions_loss: 0.3453 41/2418 [..............................] - ETA: 5:57 - loss: 518.1582 - logits_profile_predictions_loss: 512.0817 - logcount_predictions_loss: 0.3453 42/2418 [..............................] - ETA: 5:57 - loss: 518.0439 - logits_profile_predictions_loss: 511.9678 - logcount_predictions_loss: 0.3452 43/2418 [..............................] - ETA: 5:57 - loss: 517.9354 - logits_profile_predictions_loss: 511.8598 - logcount_predictions_loss: 0.3452 44/2418 [..............................] - ETA: 5:57 - loss: 517.8497 - logits_profile_predictions_loss: 511.7744 - logcount_predictions_loss: 0.3452 45/2418 [..............................] - ETA: 5:57 - loss: 517.7479 - logits_profile_predictions_loss: 511.6729 - logcount_predictions_loss: 0.3452 46/2418 [..............................] - ETA: 5:57 - loss: 517.6286 - logits_profile_predictions_loss: 511.5544 - logcount_predictions_loss: 0.3451 47/2418 [..............................] - ETA: 5:57 - loss: 517.4820 - logits_profile_predictions_loss: 511.4088 - logcount_predictions_loss: 0.3451 48/2418 [..............................] - ETA: 5:56 - loss: 517.3614 - logits_profile_predictions_loss: 511.2901 - logcount_predictions_loss: 0.3450 49/2418 [..............................] - ETA: 5:56 - loss: 517.2470 - logits_profile_predictions_loss: 511.1780 - logcount_predictions_loss: 0.3448 50/2418 [..............................] - ETA: 5:56 - loss: 517.1501 - logits_profile_predictions_loss: 511.0832 - logcount_predictions_loss: 0.3447 51/2418 [..............................] - ETA: 5:56 - loss: 517.0716 - logits_profile_predictions_loss: 511.0071 - logcount_predictions_loss: 0.3446 52/2418 [..............................] - ETA: 5:56 - loss: 517.0221 - logits_profile_predictions_loss: 510.9600 - logcount_predictions_loss: 0.3444 53/2418 [..............................] - ETA: 5:56 - loss: 516.9754 - logits_profile_predictions_loss: 510.9163 - logcount_predictions_loss: 0.3443 54/2418 [..............................] - ETA: 5:55 - loss: 516.9363 - logits_profile_predictions_loss: 510.8805 - logcount_predictions_loss: 0.3441 55/2418 [..............................] - ETA: 5:55 - loss: 516.8788 - logits_profile_predictions_loss: 510.8262 - logcount_predictions_loss: 0.3439 56/2418 [..............................] - ETA: 5:55 - loss: 516.8087 - logits_profile_predictions_loss: 510.7597 - logcount_predictions_loss: 0.3437 57/2418 [..............................] - ETA: 5:55 - loss: 516.7328 - logits_profile_predictions_loss: 510.6868 - logcount_predictions_loss: 0.3435 58/2418 [..............................] - ETA: 5:55 - loss: 516.6650 - logits_profile_predictions_loss: 510.6219 - logcount_predictions_loss: 0.3434 59/2418 [..............................] - ETA: 5:55 - loss: 516.5869 - logits_profile_predictions_loss: 510.5469 - logcount_predictions_loss: 0.3432 60/2418 [..............................] - ETA: 5:55 - loss: 516.5165 - logits_profile_predictions_loss: 510.4798 - logcount_predictions_loss: 0.3430 61/2418 [..............................] - ETA: 5:54 - loss: 516.4361 - logits_profile_predictions_loss: 510.4023 - logcount_predictions_loss: 0.3428 62/2418 [..............................] - ETA: 5:54 - 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[===>..........................] - ETA: 5:07 - loss: 513.2788 - logits_profile_predictions_loss: 507.4411 - logcount_predictions_loss: 0.3317 376/2418 [===>..........................] - ETA: 5:07 - loss: 513.2760 - logits_profile_predictions_loss: 507.4386 - logcount_predictions_loss: 0.3317 377/2418 [===>..........................] - ETA: 5:07 - loss: 513.2732 - logits_profile_predictions_loss: 507.4360 - logcount_predictions_loss: 0.3317 378/2418 [===>..........................] - ETA: 5:07 - loss: 513.2705 - logits_profile_predictions_loss: 507.4336 - logcount_predictions_loss: 0.3316 379/2418 [===>..........................] - ETA: 5:07 - loss: 513.2674 - logits_profile_predictions_loss: 507.4307 - logcount_predictions_loss: 0.3316 380/2418 [===>..........................] - ETA: 5:07 - loss: 513.2645 - logits_profile_predictions_loss: 507.4281 - logcount_predictions_loss: 0.3316 381/2418 [===>..........................] - ETA: 5:06 - loss: 513.2616 - 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logits_profile_predictions_loss: 507.3893 - logcount_predictions_loss: 0.3314 395/2418 [===>..........................] - ETA: 5:04 - loss: 513.2190 - logits_profile_predictions_loss: 507.3863 - logcount_predictions_loss: 0.3314 396/2418 [===>..........................] - ETA: 5:04 - loss: 513.2159 - logits_profile_predictions_loss: 507.3834 - logcount_predictions_loss: 0.3314 397/2418 [===>..........................] - ETA: 5:04 - loss: 513.2132 - logits_profile_predictions_loss: 507.3810 - logcount_predictions_loss: 0.3314 398/2418 [===>..........................] - ETA: 5:04 - loss: 513.2107 - logits_profile_predictions_loss: 507.3788 - logcount_predictions_loss: 0.3314 399/2418 [===>..........................] - ETA: 5:04 - loss: 513.2080 - logits_profile_predictions_loss: 507.3763 - logcount_predictions_loss: 0.3313 400/2418 [===>..........................] - ETA: 5:03 - loss: 513.2052 - logits_profile_predictions_loss: 507.3738 - logcount_predictions_loss: 0.3313 401/2418 [===>..........................] - ETA: 5:03 - loss: 513.2029 - logits_profile_predictions_loss: 507.3717 - logcount_predictions_loss: 0.3313 402/2418 [===>..........................] - ETA: 5:03 - loss: 513.2009 - logits_profile_predictions_loss: 507.3699 - logcount_predictions_loss: 0.3313 403/2418 [====>.........................] - ETA: 5:03 - loss: 513.1983 - logits_profile_predictions_loss: 507.3675 - logcount_predictions_loss: 0.3313 404/2418 [====>.........................] - ETA: 5:03 - loss: 513.1963 - logits_profile_predictions_loss: 507.3658 - logcount_predictions_loss: 0.3313 405/2418 [====>.........................] - ETA: 5:03 - loss: 513.1943 - logits_profile_predictions_loss: 507.3640 - logcount_predictions_loss: 0.3313 406/2418 [====>.........................] - ETA: 5:03 - loss: 513.1926 - logits_profile_predictions_loss: 507.3625 - logcount_predictions_loss: 0.3313 407/2418 [====>.........................] - ETA: 5:02 - loss: 513.1912 - logits_profile_predictions_loss: 507.3613 - logcount_predictions_loss: 0.3312 408/2418 [====>.........................] - ETA: 5:02 - loss: 513.1899 - logits_profile_predictions_loss: 507.3603 - logcount_predictions_loss: 0.3312 409/2418 [====>.........................] - ETA: 5:02 - loss: 513.1884 - logits_profile_predictions_loss: 507.3590 - logcount_predictions_loss: 0.3312 410/2418 [====>.........................] - ETA: 5:02 - loss: 513.1867 - logits_profile_predictions_loss: 507.3575 - logcount_predictions_loss: 0.3312 411/2418 [====>.........................] - ETA: 5:02 - loss: 513.1845 - logits_profile_predictions_loss: 507.3555 - logcount_predictions_loss: 0.3312 412/2418 [====>.........................] - ETA: 5:02 - loss: 513.1823 - logits_profile_predictions_loss: 507.3535 - logcount_predictions_loss: 0.3312 413/2418 [====>.........................] - ETA: 5:02 - loss: 513.1797 - logits_profile_predictions_loss: 507.3512 - logcount_predictions_loss: 0.3312 414/2418 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[====>.........................] - ETA: 4:59 - loss: 513.1361 - logits_profile_predictions_loss: 507.3105 - logcount_predictions_loss: 0.3310 428/2418 [====>.........................] - ETA: 4:59 - loss: 513.1325 - logits_profile_predictions_loss: 507.3072 - logcount_predictions_loss: 0.3310 429/2418 [====>.........................] - ETA: 4:59 - loss: 513.1291 - logits_profile_predictions_loss: 507.3040 - logcount_predictions_loss: 0.3310 430/2418 [====>.........................] - ETA: 4:59 - loss: 513.1258 - logits_profile_predictions_loss: 507.3009 - logcount_predictions_loss: 0.3310 431/2418 [====>.........................] - ETA: 4:59 - loss: 513.1221 - logits_profile_predictions_loss: 507.2974 - logcount_predictions_loss: 0.3309 432/2418 [====>.........................] - ETA: 4:59 - loss: 513.1181 - logits_profile_predictions_loss: 507.2936 - logcount_predictions_loss: 0.3309 433/2418 [====>.........................] - ETA: 4:58 - loss: 513.1139 - logits_profile_predictions_loss: 507.2897 - logcount_predictions_loss: 0.3309 434/2418 [====>.........................] - ETA: 4:58 - loss: 513.1097 - logits_profile_predictions_loss: 507.2857 - logcount_predictions_loss: 0.3309 435/2418 [====>.........................] - ETA: 4:58 - loss: 513.1056 - logits_profile_predictions_loss: 507.2818 - logcount_predictions_loss: 0.3309 436/2418 [====>.........................] - ETA: 4:58 - loss: 513.1012 - logits_profile_predictions_loss: 507.2776 - logcount_predictions_loss: 0.3309 437/2418 [====>.........................] - ETA: 4:58 - loss: 513.0970 - logits_profile_predictions_loss: 507.2736 - logcount_predictions_loss: 0.3309 438/2418 [====>.........................] - ETA: 4:58 - loss: 513.0927 - logits_profile_predictions_loss: 507.2696 - logcount_predictions_loss: 0.3309 439/2418 [====>.........................] - ETA: 4:58 - loss: 513.0879 - logits_profile_predictions_loss: 507.2650 - logcount_predictions_loss: 0.3308 440/2418 [====>.........................] - ETA: 4:57 - loss: 513.0827 - logits_profile_predictions_loss: 507.2600 - logcount_predictions_loss: 0.3308 441/2418 [====>.........................] - ETA: 4:57 - loss: 513.0777 - logits_profile_predictions_loss: 507.2552 - logcount_predictions_loss: 0.3308 442/2418 [====>.........................] - ETA: 4:57 - loss: 513.0726 - logits_profile_predictions_loss: 507.2504 - logcount_predictions_loss: 0.3308 443/2418 [====>.........................] - ETA: 4:57 - loss: 513.0676 - logits_profile_predictions_loss: 507.2456 - logcount_predictions_loss: 0.3308 444/2418 [====>.........................] - ETA: 4:57 - loss: 513.0625 - logits_profile_predictions_loss: 507.2407 - logcount_predictions_loss: 0.3308 445/2418 [====>.........................] - ETA: 4:57 - loss: 513.0574 - logits_profile_predictions_loss: 507.2358 - logcount_predictions_loss: 0.3308 446/2418 [====>.........................] - ETA: 4:57 - loss: 513.0523 - logits_profile_predictions_loss: 507.2310 - logcount_predictions_loss: 0.3308 447/2418 [====>.........................] - ETA: 4:56 - loss: 513.0477 - logits_profile_predictions_loss: 507.2265 - logcount_predictions_loss: 0.3307 448/2418 [====>.........................] - ETA: 4:56 - loss: 513.0433 - logits_profile_predictions_loss: 507.2224 - logcount_predictions_loss: 0.3307 449/2418 [====>.........................] - ETA: 4:56 - loss: 513.0393 - logits_profile_predictions_loss: 507.2185 - logcount_predictions_loss: 0.3307 450/2418 [====>.........................] - ETA: 4:56 - loss: 513.0348 - logits_profile_predictions_loss: 507.2143 - logcount_predictions_loss: 0.3307 451/2418 [====>.........................] - ETA: 4:56 - loss: 513.0304 - logits_profile_predictions_loss: 507.2101 - logcount_predictions_loss: 0.3307 452/2418 [====>.........................] - ETA: 4:56 - loss: 513.0264 - logits_profile_predictions_loss: 507.2063 - logcount_predictions_loss: 0.3307 453/2418 [====>.........................] - ETA: 4:55 - loss: 513.0223 - logits_profile_predictions_loss: 507.2025 - logcount_predictions_loss: 0.3307 454/2418 [====>.........................] - ETA: 4:55 - loss: 513.0185 - logits_profile_predictions_loss: 507.1988 - logcount_predictions_loss: 0.3307 455/2418 [====>.........................] - ETA: 4:55 - loss: 513.0144 - logits_profile_predictions_loss: 507.1949 - logcount_predictions_loss: 0.3307 456/2418 [====>.........................] - ETA: 4:55 - loss: 513.0106 - logits_profile_predictions_loss: 507.1914 - logcount_predictions_loss: 0.3306 457/2418 [====>.........................] - ETA: 4:55 - loss: 513.0070 - logits_profile_predictions_loss: 507.1879 - logcount_predictions_loss: 0.3306 458/2418 [====>.........................] - ETA: 4:55 - loss: 513.0032 - logits_profile_predictions_loss: 507.1843 - logcount_predictions_loss: 0.3306 459/2418 [====>.........................] - ETA: 4:55 - loss: 512.9992 - logits_profile_predictions_loss: 507.1805 - logcount_predictions_loss: 0.3306 460/2418 [====>.........................] - ETA: 4:54 - loss: 512.9950 - logits_profile_predictions_loss: 507.1765 - logcount_predictions_loss: 0.3306 461/2418 [====>.........................] - ETA: 4:54 - loss: 512.9908 - logits_profile_predictions_loss: 507.1725 - logcount_predictions_loss: 0.3306 462/2418 [====>.........................] - ETA: 4:54 - loss: 512.9864 - logits_profile_predictions_loss: 507.1683 - logcount_predictions_loss: 0.3306 463/2418 [====>.........................] - ETA: 4:54 - loss: 512.9821 - logits_profile_predictions_loss: 507.1643 - logcount_predictions_loss: 0.3306 464/2418 [====>.........................] - ETA: 4:54 - loss: 512.9777 - logits_profile_predictions_loss: 507.1601 - logcount_predictions_loss: 0.3305 465/2418 [====>.........................] - ETA: 4:54 - loss: 512.9733 - logits_profile_predictions_loss: 507.1559 - logcount_predictions_loss: 0.3305 466/2418 [====>.........................] - ETA: 4:54 - loss: 512.9691 - logits_profile_predictions_loss: 507.1519 - logcount_predictions_loss: 0.3305 467/2418 [====>.........................] - ETA: 4:53 - loss: 512.9650 - logits_profile_predictions_loss: 507.1480 - logcount_predictions_loss: 0.3305 468/2418 [====>.........................] - ETA: 4:53 - loss: 512.9608 - logits_profile_predictions_loss: 507.1441 - logcount_predictions_loss: 0.3305 469/2418 [====>.........................] - ETA: 4:53 - loss: 512.9565 - logits_profile_predictions_loss: 507.1400 - logcount_predictions_loss: 0.3305 470/2418 [====>.........................] - ETA: 4:53 - loss: 512.9526 - logits_profile_predictions_loss: 507.1363 - logcount_predictions_loss: 0.3305 471/2418 [====>.........................] - ETA: 4:53 - loss: 512.9486 - logits_profile_predictions_loss: 507.1325 - logcount_predictions_loss: 0.3305 472/2418 [====>.........................] - ETA: 4:53 - loss: 512.9448 - logits_profile_predictions_loss: 507.1289 - logcount_predictions_loss: 0.3304 473/2418 [====>.........................] - ETA: 4:52 - loss: 512.9412 - logits_profile_predictions_loss: 507.1256 - logcount_predictions_loss: 0.3304 474/2418 [====>.........................] - ETA: 4:52 - loss: 512.9375 - logits_profile_predictions_loss: 507.1221 - logcount_predictions_loss: 0.3304 475/2418 [====>.........................] - ETA: 4:52 - loss: 512.9337 - logits_profile_predictions_loss: 507.1185 - logcount_predictions_loss: 0.3304 476/2418 [====>.........................] - ETA: 4:52 - loss: 512.9297 - logits_profile_predictions_loss: 507.1147 - logcount_predictions_loss: 0.3304 477/2418 [====>.........................] - ETA: 4:52 - loss: 512.9258 - logits_profile_predictions_loss: 507.1110 - logcount_predictions_loss: 0.3304 478/2418 [====>.........................] - ETA: 4:52 - loss: 512.9220 - logits_profile_predictions_loss: 507.1074 - logcount_predictions_loss: 0.3304 479/2418 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[============================>.] - ETA: 0s - loss: 511.4219 - logits_profile_predictions_loss: 505.7804 - logcount_predictions_loss: 0.3206 2418/2418 [==============================] - ETA: 0s - loss: 511.4214 - logits_profile_predictions_loss: 505.7799 - logcount_predictions_loss: 0.3206 2418/2418 [==============================] - 382s 158ms/step - loss: 511.4209 - logits_profile_predictions_loss: 505.7795 - logcount_predictions_loss: 0.3206 - val_loss: 535.8246 - val_logits_profile_predictions_loss: 529.9226 - val_logcount_predictions_loss: 0.3353 Epoch 00013: val_loss improved from 536.51752 to 535.82458, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 14/50 1/2418 [..............................] - ETA: 7:26 - loss: 569.1322 - logits_profile_predictions_loss: 563.6038 - logcount_predictions_loss: 0.3141 2/2418 [..............................] - ETA: 6:25 - loss: 557.5966 - 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[===>..........................] - ETA: 5:12 - loss: 503.1743 - logits_profile_predictions_loss: 498.0048 - logcount_predictions_loss: 0.2937 343/2418 [===>..........................] - ETA: 5:12 - loss: 503.1807 - logits_profile_predictions_loss: 498.0111 - logcount_predictions_loss: 0.2937 344/2418 [===>..........................] - ETA: 5:12 - loss: 503.1876 - logits_profile_predictions_loss: 498.0180 - logcount_predictions_loss: 0.2937 345/2418 [===>..........................] - ETA: 5:11 - loss: 503.1942 - logits_profile_predictions_loss: 498.0247 - logcount_predictions_loss: 0.2937 346/2418 [===>..........................] - ETA: 5:11 - loss: 503.2017 - logits_profile_predictions_loss: 498.0322 - logcount_predictions_loss: 0.2937 347/2418 [===>..........................] - ETA: 5:11 - loss: 503.2092 - logits_profile_predictions_loss: 498.0396 - logcount_predictions_loss: 0.2937 348/2418 [===>..........................] - ETA: 5:11 - loss: 503.2165 - 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logits_profile_predictions_loss: 498.3422 - logcount_predictions_loss: 0.2938 401/2418 [===>..........................] - ETA: 5:03 - loss: 503.5176 - logits_profile_predictions_loss: 498.3461 - logcount_predictions_loss: 0.2938 402/2418 [===>..........................] - ETA: 5:03 - loss: 503.5218 - logits_profile_predictions_loss: 498.3502 - logcount_predictions_loss: 0.2938 403/2418 [====>.........................] - ETA: 5:03 - loss: 503.5262 - logits_profile_predictions_loss: 498.3544 - logcount_predictions_loss: 0.2938 404/2418 [====>.........................] - ETA: 5:03 - loss: 503.5305 - logits_profile_predictions_loss: 498.3587 - logcount_predictions_loss: 0.2939 405/2418 [====>.........................] - ETA: 5:02 - loss: 503.5350 - logits_profile_predictions_loss: 498.3631 - logcount_predictions_loss: 0.2939 406/2418 [====>.........................] - ETA: 5:02 - loss: 503.5398 - logits_profile_predictions_loss: 498.3679 - logcount_predictions_loss: 0.2939 407/2418 [====>.........................] - ETA: 5:02 - loss: 503.5452 - logits_profile_predictions_loss: 498.3732 - logcount_predictions_loss: 0.2939 408/2418 [====>.........................] - ETA: 5:02 - loss: 503.5506 - logits_profile_predictions_loss: 498.3785 - logcount_predictions_loss: 0.2939 409/2418 [====>.........................] - ETA: 5:02 - loss: 503.5561 - logits_profile_predictions_loss: 498.3839 - logcount_predictions_loss: 0.2939 410/2418 [====>.........................] - ETA: 5:02 - loss: 503.5614 - logits_profile_predictions_loss: 498.3891 - logcount_predictions_loss: 0.2939 411/2418 [====>.........................] - ETA: 5:02 - loss: 503.5664 - logits_profile_predictions_loss: 498.3940 - logcount_predictions_loss: 0.2939 412/2418 [====>.........................] - ETA: 5:01 - loss: 503.5721 - logits_profile_predictions_loss: 498.3997 - logcount_predictions_loss: 0.2939 413/2418 [====>.........................] - ETA: 5:01 - loss: 503.5779 - logits_profile_predictions_loss: 498.4054 - logcount_predictions_loss: 0.2939 414/2418 [====>.........................] - ETA: 5:01 - loss: 503.5835 - logits_profile_predictions_loss: 498.4109 - logcount_predictions_loss: 0.2939 415/2418 [====>.........................] - ETA: 5:01 - loss: 503.5889 - logits_profile_predictions_loss: 498.4162 - logcount_predictions_loss: 0.2939 416/2418 [====>.........................] - ETA: 5:01 - loss: 503.5947 - logits_profile_predictions_loss: 498.4219 - logcount_predictions_loss: 0.2939 417/2418 [====>.........................] - ETA: 5:01 - loss: 503.6003 - logits_profile_predictions_loss: 498.4274 - logcount_predictions_loss: 0.2939 418/2418 [====>.........................] - ETA: 5:01 - loss: 503.6058 - logits_profile_predictions_loss: 498.4328 - logcount_predictions_loss: 0.2939 419/2418 [====>.........................] - ETA: 5:00 - loss: 503.6110 - logits_profile_predictions_loss: 498.4379 - logcount_predictions_loss: 0.2939 420/2418 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logits_profile_predictions_loss: 500.7650 - logcount_predictions_loss: 0.2999 2384/2418 [============================>.] - ETA: 5s - loss: 506.0436 - logits_profile_predictions_loss: 500.7654 - logcount_predictions_loss: 0.2999 2385/2418 [============================>.] - ETA: 4s - loss: 506.0440 - logits_profile_predictions_loss: 500.7658 - logcount_predictions_loss: 0.2999 2386/2418 [============================>.] - ETA: 4s - loss: 506.0444 - logits_profile_predictions_loss: 500.7662 - logcount_predictions_loss: 0.2999 2387/2418 [============================>.] - ETA: 4s - loss: 506.0448 - logits_profile_predictions_loss: 500.7666 - logcount_predictions_loss: 0.2999 2388/2418 [============================>.] - ETA: 4s - loss: 506.0452 - logits_profile_predictions_loss: 500.7670 - logcount_predictions_loss: 0.2999 2389/2418 [============================>.] - ETA: 4s - loss: 506.0456 - logits_profile_predictions_loss: 500.7673 - logcount_predictions_loss: 0.2999 2390/2418 [============================>.] - ETA: 4s - loss: 506.0460 - logits_profile_predictions_loss: 500.7677 - logcount_predictions_loss: 0.2999 2391/2418 [============================>.] - ETA: 4s - loss: 506.0464 - logits_profile_predictions_loss: 500.7681 - logcount_predictions_loss: 0.2999 2392/2418 [============================>.] - ETA: 3s - loss: 506.0468 - logits_profile_predictions_loss: 500.7685 - logcount_predictions_loss: 0.2999 2393/2418 [============================>.] - ETA: 3s - loss: 506.0472 - logits_profile_predictions_loss: 500.7689 - logcount_predictions_loss: 0.2999 2394/2418 [============================>.] - ETA: 3s - loss: 506.0476 - logits_profile_predictions_loss: 500.7693 - logcount_predictions_loss: 0.2999 2395/2418 [============================>.] - ETA: 3s - loss: 506.0481 - logits_profile_predictions_loss: 500.7697 - logcount_predictions_loss: 0.2999 2396/2418 [============================>.] - ETA: 3s - loss: 506.0485 - logits_profile_predictions_loss: 500.7701 - logcount_predictions_loss: 0.2999 2397/2418 [============================>.] - ETA: 3s - loss: 506.0489 - logits_profile_predictions_loss: 500.7705 - logcount_predictions_loss: 0.2999 2398/2418 [============================>.] - ETA: 3s - loss: 506.0493 - logits_profile_predictions_loss: 500.7709 - logcount_predictions_loss: 0.2999 2399/2418 [============================>.] - ETA: 2s - loss: 506.0497 - logits_profile_predictions_loss: 500.7714 - logcount_predictions_loss: 0.2999 2400/2418 [============================>.] - ETA: 2s - loss: 506.0501 - logits_profile_predictions_loss: 500.7717 - logcount_predictions_loss: 0.2999 2401/2418 [============================>.] - ETA: 2s - loss: 506.0505 - logits_profile_predictions_loss: 500.7721 - logcount_predictions_loss: 0.2999 2402/2418 [============================>.] - ETA: 2s - loss: 506.0510 - logits_profile_predictions_loss: 500.7725 - logcount_predictions_loss: 0.2999 2403/2418 [============================>.] - ETA: 2s - loss: 506.0514 - logits_profile_predictions_loss: 500.7729 - logcount_predictions_loss: 0.2999 2404/2418 [============================>.] - ETA: 2s - loss: 506.0518 - logits_profile_predictions_loss: 500.7733 - logcount_predictions_loss: 0.2999 2405/2418 [============================>.] - ETA: 1s - loss: 506.0522 - logits_profile_predictions_loss: 500.7737 - logcount_predictions_loss: 0.2999 2406/2418 [============================>.] - ETA: 1s - loss: 506.0526 - logits_profile_predictions_loss: 500.7741 - logcount_predictions_loss: 0.2999 2407/2418 [============================>.] - ETA: 1s - loss: 506.0530 - logits_profile_predictions_loss: 500.7745 - logcount_predictions_loss: 0.2999 2408/2418 [============================>.] - ETA: 1s - loss: 506.0534 - logits_profile_predictions_loss: 500.7749 - logcount_predictions_loss: 0.2999 2409/2418 [============================>.] - ETA: 1s - loss: 506.0538 - logits_profile_predictions_loss: 500.7753 - logcount_predictions_loss: 0.2999 2410/2418 [============================>.] - ETA: 1s - loss: 506.0543 - logits_profile_predictions_loss: 500.7757 - logcount_predictions_loss: 0.2999 2411/2418 [============================>.] - ETA: 1s - loss: 506.0547 - logits_profile_predictions_loss: 500.7761 - logcount_predictions_loss: 0.2999 2412/2418 [============================>.] - ETA: 0s - loss: 506.0551 - logits_profile_predictions_loss: 500.7766 - logcount_predictions_loss: 0.2999 2413/2418 [============================>.] - ETA: 0s - loss: 506.0556 - logits_profile_predictions_loss: 500.7770 - logcount_predictions_loss: 0.2999 2414/2418 [============================>.] - ETA: 0s - loss: 506.0560 - logits_profile_predictions_loss: 500.7774 - logcount_predictions_loss: 0.2999 2415/2418 [============================>.] - ETA: 0s - loss: 506.0565 - logits_profile_predictions_loss: 500.7779 - logcount_predictions_loss: 0.2999 2416/2418 [============================>.] - ETA: 0s - loss: 506.0569 - logits_profile_predictions_loss: 500.7783 - logcount_predictions_loss: 0.2999 2417/2418 [============================>.] - ETA: 0s - loss: 506.0574 - logits_profile_predictions_loss: 500.7788 - logcount_predictions_loss: 0.2999 2418/2418 [==============================] - ETA: 0s - loss: 506.0579 - logits_profile_predictions_loss: 500.7792 - logcount_predictions_loss: 0.2999 2418/2418 [==============================] - 382s 158ms/step - loss: 506.0583 - logits_profile_predictions_loss: 500.7797 - logcount_predictions_loss: 0.2999 - val_loss: 536.3906 - val_logits_profile_predictions_loss: 530.4082 - val_logcount_predictions_loss: 0.3399 Epoch 00014: val_loss did not improve from 535.82458 Epoch 15/50 1/2418 [..............................] - ETA: 7:27 - loss: 474.2692 - logits_profile_predictions_loss: 468.2509 - logcount_predictions_loss: 0.3419 2/2418 [..............................] - ETA: 6:06 - loss: 479.2343 - logits_profile_predictions_loss: 473.3431 - logcount_predictions_loss: 0.3347 3/2418 [..............................] - ETA: 6:05 - loss: 489.5373 - logits_profile_predictions_loss: 483.8242 - logcount_predictions_loss: 0.3246 4/2418 [..............................] - ETA: 6:05 - loss: 493.1903 - logits_profile_predictions_loss: 487.6745 - logcount_predictions_loss: 0.3134 5/2418 [..............................] - ETA: 6:04 - loss: 494.7549 - logits_profile_predictions_loss: 489.2601 - logcount_predictions_loss: 0.3122 6/2418 [..............................] - ETA: 6:04 - loss: 494.2941 - logits_profile_predictions_loss: 488.8510 - logcount_predictions_loss: 0.3093 7/2418 [..............................] - ETA: 6:04 - loss: 492.9753 - logits_profile_predictions_loss: 487.5766 - logcount_predictions_loss: 0.3067 8/2418 [..............................] - ETA: 6:04 - loss: 491.9876 - logits_profile_predictions_loss: 486.6393 - logcount_predictions_loss: 0.3039 9/2418 [..............................] - ETA: 6:03 - loss: 491.2054 - logits_profile_predictions_loss: 485.9070 - logcount_predictions_loss: 0.3010 10/2418 [..............................] - ETA: 6:03 - loss: 491.6146 - logits_profile_predictions_loss: 486.3520 - logcount_predictions_loss: 0.2990 11/2418 [..............................] - ETA: 6:03 - loss: 492.1186 - logits_profile_predictions_loss: 486.8885 - logcount_predictions_loss: 0.2972 12/2418 [..............................] - ETA: 6:02 - loss: 492.5070 - logits_profile_predictions_loss: 487.3049 - logcount_predictions_loss: 0.2956 13/2418 [..............................] - ETA: 6:02 - loss: 493.2436 - logits_profile_predictions_loss: 488.0645 - logcount_predictions_loss: 0.2943 14/2418 [..............................] - ETA: 6:02 - loss: 493.8295 - logits_profile_predictions_loss: 488.6683 - logcount_predictions_loss: 0.2933 15/2418 [..............................] - ETA: 6:02 - loss: 494.4086 - logits_profile_predictions_loss: 489.2647 - logcount_predictions_loss: 0.2923 16/2418 [..............................] - ETA: 6:01 - loss: 494.9075 - logits_profile_predictions_loss: 489.7760 - logcount_predictions_loss: 0.2916 17/2418 [..............................] - ETA: 6:01 - loss: 495.2338 - logits_profile_predictions_loss: 490.1027 - logcount_predictions_loss: 0.2915 18/2418 [..............................] - ETA: 6:01 - loss: 495.8160 - logits_profile_predictions_loss: 490.6860 - logcount_predictions_loss: 0.2915 19/2418 [..............................] - ETA: 6:01 - loss: 496.1660 - logits_profile_predictions_loss: 491.0330 - logcount_predictions_loss: 0.2916 20/2418 [..............................] - ETA: 6:01 - loss: 496.5137 - logits_profile_predictions_loss: 491.3816 - logcount_predictions_loss: 0.2916 21/2418 [..............................] - ETA: 6:00 - loss: 497.0047 - logits_profile_predictions_loss: 491.8708 - logcount_predictions_loss: 0.2917 22/2418 [..............................] - ETA: 6:00 - loss: 497.4245 - logits_profile_predictions_loss: 492.2925 - logcount_predictions_loss: 0.2916 23/2418 [..............................] - ETA: 6:00 - loss: 497.7495 - logits_profile_predictions_loss: 492.6185 - logcount_predictions_loss: 0.2915 24/2418 [..............................] - ETA: 6:00 - loss: 498.1088 - logits_profile_predictions_loss: 492.9820 - logcount_predictions_loss: 0.2913 25/2418 [..............................] - ETA: 6:00 - loss: 498.3692 - logits_profile_predictions_loss: 493.2477 - logcount_predictions_loss: 0.2910 26/2418 [..............................] - ETA: 6:00 - loss: 498.5609 - logits_profile_predictions_loss: 493.4438 - logcount_predictions_loss: 0.2907 27/2418 [..............................] - ETA: 6:00 - loss: 498.7213 - logits_profile_predictions_loss: 493.6047 - logcount_predictions_loss: 0.2907 28/2418 [..............................] - ETA: 5:59 - loss: 498.8360 - logits_profile_predictions_loss: 493.7206 - logcount_predictions_loss: 0.2906 29/2418 [..............................] - ETA: 5:59 - loss: 498.8849 - logits_profile_predictions_loss: 493.7719 - logcount_predictions_loss: 0.2905 30/2418 [..............................] - ETA: 5:59 - loss: 498.8610 - logits_profile_predictions_loss: 493.7465 - logcount_predictions_loss: 0.2906 31/2418 [..............................] - ETA: 6:00 - loss: 498.8575 - logits_profile_predictions_loss: 493.7427 - logcount_predictions_loss: 0.2906 32/2418 [..............................] - ETA: 6:00 - loss: 498.7652 - logits_profile_predictions_loss: 493.6491 - logcount_predictions_loss: 0.2907 33/2418 [..............................] - ETA: 5:59 - loss: 498.6957 - logits_profile_predictions_loss: 493.5763 - logcount_predictions_loss: 0.2909 34/2418 [..............................] - ETA: 5:59 - loss: 498.7318 - logits_profile_predictions_loss: 493.6082 - logcount_predictions_loss: 0.2911 35/2418 [..............................] - ETA: 5:59 - loss: 498.8039 - logits_profile_predictions_loss: 493.6767 - logcount_predictions_loss: 0.2913 36/2418 [..............................] - ETA: 5:59 - loss: 498.8744 - logits_profile_predictions_loss: 493.7455 - logcount_predictions_loss: 0.2914 37/2418 [..............................] - ETA: 5:59 - loss: 498.9510 - logits_profile_predictions_loss: 493.8186 - logcount_predictions_loss: 0.2916 38/2418 [..............................] - ETA: 5:58 - loss: 499.0598 - logits_profile_predictions_loss: 493.9242 - logcount_predictions_loss: 0.2918 39/2418 [..............................] - ETA: 5:58 - loss: 499.1498 - logits_profile_predictions_loss: 494.0121 - logcount_predictions_loss: 0.2919 40/2418 [..............................] - ETA: 5:58 - loss: 499.2469 - logits_profile_predictions_loss: 494.1077 - logcount_predictions_loss: 0.2920 41/2418 [..............................] - ETA: 5:58 - loss: 499.3480 - logits_profile_predictions_loss: 494.2080 - logcount_predictions_loss: 0.2920 42/2418 [..............................] - ETA: 5:58 - loss: 499.4005 - logits_profile_predictions_loss: 494.2605 - logcount_predictions_loss: 0.2920 43/2418 [..............................] - ETA: 5:58 - loss: 499.4686 - logits_profile_predictions_loss: 494.3289 - logcount_predictions_loss: 0.2920 44/2418 [..............................] - ETA: 5:57 - loss: 499.5043 - logits_profile_predictions_loss: 494.3639 - logcount_predictions_loss: 0.2921 45/2418 [..............................] - ETA: 5:57 - loss: 499.5383 - logits_profile_predictions_loss: 494.3979 - logcount_predictions_loss: 0.2921 46/2418 [..............................] - ETA: 5:57 - loss: 499.5590 - logits_profile_predictions_loss: 494.4188 - logcount_predictions_loss: 0.2921 47/2418 [..............................] - ETA: 5:57 - loss: 499.5651 - logits_profile_predictions_loss: 494.4242 - logcount_predictions_loss: 0.2921 48/2418 [..............................] - ETA: 5:57 - loss: 499.5627 - logits_profile_predictions_loss: 494.4210 - logcount_predictions_loss: 0.2921 49/2418 [..............................] - ETA: 5:57 - loss: 499.5405 - logits_profile_predictions_loss: 494.3983 - logcount_predictions_loss: 0.2922 50/2418 [..............................] - ETA: 5:56 - loss: 499.5370 - logits_profile_predictions_loss: 494.3949 - logcount_predictions_loss: 0.2922 51/2418 [..............................] - ETA: 5:56 - loss: 499.5247 - logits_profile_predictions_loss: 494.3828 - logcount_predictions_loss: 0.2922 52/2418 [..............................] - ETA: 5:56 - loss: 499.5149 - logits_profile_predictions_loss: 494.3734 - logcount_predictions_loss: 0.2921 53/2418 [..............................] - ETA: 5:56 - loss: 499.5126 - logits_profile_predictions_loss: 494.3707 - logcount_predictions_loss: 0.2922 54/2418 [..............................] - ETA: 5:56 - loss: 499.4974 - logits_profile_predictions_loss: 494.3555 - logcount_predictions_loss: 0.2922 55/2418 [..............................] - ETA: 5:56 - loss: 499.4548 - logits_profile_predictions_loss: 494.3129 - logcount_predictions_loss: 0.2922 56/2418 [..............................] - ETA: 5:55 - loss: 499.4001 - logits_profile_predictions_loss: 494.2583 - logcount_predictions_loss: 0.2921 57/2418 [..............................] - ETA: 5:55 - loss: 499.3602 - logits_profile_predictions_loss: 494.2187 - logcount_predictions_loss: 0.2921 58/2418 [..............................] - ETA: 5:55 - loss: 499.3153 - logits_profile_predictions_loss: 494.1738 - logcount_predictions_loss: 0.2921 59/2418 [..............................] - ETA: 5:55 - loss: 499.2902 - logits_profile_predictions_loss: 494.1491 - logcount_predictions_loss: 0.2921 60/2418 [..............................] - ETA: 5:55 - loss: 499.2932 - logits_profile_predictions_loss: 494.1524 - logcount_predictions_loss: 0.2921 61/2418 [..............................] - ETA: 5:55 - loss: 499.2770 - logits_profile_predictions_loss: 494.1365 - logcount_predictions_loss: 0.2921 62/2418 [..............................] - ETA: 5:54 - loss: 499.2599 - logits_profile_predictions_loss: 494.1191 - logcount_predictions_loss: 0.2921 63/2418 [..............................] - ETA: 5:54 - loss: 499.2480 - logits_profile_predictions_loss: 494.1066 - logcount_predictions_loss: 0.2921 64/2418 [..............................] - ETA: 5:54 - loss: 499.2340 - logits_profile_predictions_loss: 494.0923 - logcount_predictions_loss: 0.2921 65/2418 [..............................] - ETA: 5:54 - loss: 499.2276 - logits_profile_predictions_loss: 494.0856 - logcount_predictions_loss: 0.2922 66/2418 [..............................] - ETA: 5:54 - loss: 499.2113 - logits_profile_predictions_loss: 494.0686 - logcount_predictions_loss: 0.2922 67/2418 [..............................] - ETA: 5:54 - loss: 499.2067 - logits_profile_predictions_loss: 494.0635 - logcount_predictions_loss: 0.2922 68/2418 [..............................] - ETA: 5:54 - loss: 499.2006 - logits_profile_predictions_loss: 494.0568 - logcount_predictions_loss: 0.2923 69/2418 [..............................] - ETA: 5:53 - loss: 499.2025 - logits_profile_predictions_loss: 494.0582 - logcount_predictions_loss: 0.2923 70/2418 [..............................] - ETA: 5:53 - loss: 499.2055 - logits_profile_predictions_loss: 494.0605 - logcount_predictions_loss: 0.2923 71/2418 [..............................] - ETA: 5:53 - loss: 499.2138 - logits_profile_predictions_loss: 494.0682 - logcount_predictions_loss: 0.2924 72/2418 [..............................] - ETA: 5:53 - loss: 499.2418 - logits_profile_predictions_loss: 494.0957 - logcount_predictions_loss: 0.2924 73/2418 [..............................] - ETA: 5:53 - loss: 499.2668 - logits_profile_predictions_loss: 494.1201 - logcount_predictions_loss: 0.2924 74/2418 [..............................] - ETA: 5:53 - loss: 499.3016 - logits_profile_predictions_loss: 494.1543 - logcount_predictions_loss: 0.2925 75/2418 [..............................] - ETA: 5:53 - loss: 499.3424 - logits_profile_predictions_loss: 494.1949 - logcount_predictions_loss: 0.2925 76/2418 [..............................] - ETA: 5:52 - loss: 499.3877 - logits_profile_predictions_loss: 494.2397 - logcount_predictions_loss: 0.2925 77/2418 [..............................] - ETA: 5:52 - loss: 499.4322 - logits_profile_predictions_loss: 494.2840 - logcount_predictions_loss: 0.2925 78/2418 [..............................] - ETA: 5:52 - loss: 499.4941 - logits_profile_predictions_loss: 494.3458 - logcount_predictions_loss: 0.2925 79/2418 [..............................] - ETA: 5:52 - loss: 499.5507 - logits_profile_predictions_loss: 494.4024 - logcount_predictions_loss: 0.2925 80/2418 [..............................] - ETA: 5:52 - loss: 499.5988 - logits_profile_predictions_loss: 494.4501 - logcount_predictions_loss: 0.2925 81/2418 [>.............................] - ETA: 5:52 - loss: 499.6376 - logits_profile_predictions_loss: 494.4886 - logcount_predictions_loss: 0.2926 82/2418 [>.............................] - ETA: 5:52 - loss: 499.6777 - logits_profile_predictions_loss: 494.5284 - logcount_predictions_loss: 0.2926 83/2418 [>.............................] - ETA: 5:51 - loss: 499.7286 - logits_profile_predictions_loss: 494.5787 - logcount_predictions_loss: 0.2926 84/2418 [>.............................] - ETA: 5:51 - loss: 499.7854 - logits_profile_predictions_loss: 494.6349 - logcount_predictions_loss: 0.2926 85/2418 [>.............................] - ETA: 5:51 - loss: 499.8442 - logits_profile_predictions_loss: 494.6933 - logcount_predictions_loss: 0.2927 86/2418 [>.............................] - ETA: 5:51 - loss: 499.9050 - logits_profile_predictions_loss: 494.7534 - logcount_predictions_loss: 0.2927 87/2418 [>.............................] - ETA: 5:51 - loss: 499.9720 - logits_profile_predictions_loss: 494.8197 - logcount_predictions_loss: 0.2927 88/2418 [>.............................] - ETA: 5:51 - loss: 500.0428 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:59 - loss: 503.3869 - logits_profile_predictions_loss: 498.1775 - logcount_predictions_loss: 0.2960 428/2418 [====>.........................] - ETA: 4:59 - loss: 503.3867 - logits_profile_predictions_loss: 498.1773 - logcount_predictions_loss: 0.2960 429/2418 [====>.........................] - ETA: 4:59 - loss: 503.3865 - logits_profile_predictions_loss: 498.1770 - logcount_predictions_loss: 0.2960 430/2418 [====>.........................] - ETA: 4:59 - loss: 503.3862 - logits_profile_predictions_loss: 498.1766 - logcount_predictions_loss: 0.2960 431/2418 [====>.........................] - ETA: 4:59 - loss: 503.3860 - logits_profile_predictions_loss: 498.1764 - logcount_predictions_loss: 0.2960 432/2418 [====>.........................] - ETA: 4:59 - loss: 503.3858 - logits_profile_predictions_loss: 498.1762 - logcount_predictions_loss: 0.2960 433/2418 [====>.........................] - ETA: 4:59 - loss: 503.3855 - 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[====>.........................] - ETA: 4:58 - loss: 503.3836 - logits_profile_predictions_loss: 498.1738 - logcount_predictions_loss: 0.2960 441/2418 [====>.........................] - ETA: 4:57 - loss: 503.3833 - logits_profile_predictions_loss: 498.1734 - logcount_predictions_loss: 0.2960 442/2418 [====>.........................] - ETA: 4:57 - loss: 503.3828 - logits_profile_predictions_loss: 498.1729 - logcount_predictions_loss: 0.2960 443/2418 [====>.........................] - ETA: 4:57 - loss: 503.3824 - logits_profile_predictions_loss: 498.1724 - logcount_predictions_loss: 0.2960 444/2418 [====>.........................] - ETA: 4:57 - loss: 503.3821 - logits_profile_predictions_loss: 498.1721 - logcount_predictions_loss: 0.2960 445/2418 [====>.........................] - ETA: 4:57 - loss: 503.3820 - logits_profile_predictions_loss: 498.1720 - logcount_predictions_loss: 0.2960 446/2418 [====>.........................] - ETA: 4:57 - loss: 503.3823 - 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[============================>.] - ETA: 0s - loss: 503.1355 - logits_profile_predictions_loss: 497.9330 - logcount_predictions_loss: 0.2956 2418/2418 [==============================] - ETA: 0s - loss: 503.1359 - logits_profile_predictions_loss: 497.9334 - logcount_predictions_loss: 0.2956 2418/2418 [==============================] - 382s 158ms/step - loss: 503.1362 - logits_profile_predictions_loss: 497.9337 - logcount_predictions_loss: 0.2956 - val_loss: 534.9673 - val_logits_profile_predictions_loss: 528.7011 - val_logcount_predictions_loss: 0.3560 Epoch 00015: val_loss improved from 535.82458 to 534.96735, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 16/50 1/2418 [..............................] - ETA: 7:13 - loss: 574.8774 - logits_profile_predictions_loss: 570.9187 - logcount_predictions_loss: 0.2249 2/2418 [..............................] - ETA: 6:05 - loss: 543.3697 - 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logits_profile_predictions_loss: 497.3898 - logcount_predictions_loss: 0.2853 323/2418 [===>..........................] - ETA: 5:15 - loss: 502.4086 - logits_profile_predictions_loss: 497.3871 - logcount_predictions_loss: 0.2853 324/2418 [===>..........................] - ETA: 5:15 - loss: 502.4059 - logits_profile_predictions_loss: 497.3845 - logcount_predictions_loss: 0.2853 325/2418 [===>..........................] - ETA: 5:15 - loss: 502.4030 - logits_profile_predictions_loss: 497.3816 - logcount_predictions_loss: 0.2853 326/2418 [===>..........................] - ETA: 5:15 - loss: 502.3994 - logits_profile_predictions_loss: 497.3781 - logcount_predictions_loss: 0.2853 327/2418 [===>..........................] - ETA: 5:14 - loss: 502.3956 - logits_profile_predictions_loss: 497.3743 - logcount_predictions_loss: 0.2853 328/2418 [===>..........................] - ETA: 5:14 - loss: 502.3919 - logits_profile_predictions_loss: 497.3706 - logcount_predictions_loss: 0.2853 329/2418 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[===>..........................] - ETA: 5:08 - loss: 502.2859 - logits_profile_predictions_loss: 497.2678 - logcount_predictions_loss: 0.2851 369/2418 [===>..........................] - ETA: 5:08 - loss: 502.2825 - logits_profile_predictions_loss: 497.2645 - logcount_predictions_loss: 0.2851 370/2418 [===>..........................] - ETA: 5:08 - loss: 502.2789 - logits_profile_predictions_loss: 497.2610 - logcount_predictions_loss: 0.2851 371/2418 [===>..........................] - ETA: 5:08 - loss: 502.2754 - logits_profile_predictions_loss: 497.2576 - logcount_predictions_loss: 0.2851 372/2418 [===>..........................] - ETA: 5:08 - loss: 502.2717 - logits_profile_predictions_loss: 497.2539 - logcount_predictions_loss: 0.2851 373/2418 [===>..........................] - ETA: 5:07 - loss: 502.2684 - logits_profile_predictions_loss: 497.2507 - logcount_predictions_loss: 0.2851 374/2418 [===>..........................] - ETA: 5:07 - loss: 502.2646 - 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logits_profile_predictions_loss: 497.2137 - logcount_predictions_loss: 0.2850 388/2418 [===>..........................] - ETA: 5:05 - loss: 502.2282 - logits_profile_predictions_loss: 497.2114 - logcount_predictions_loss: 0.2850 389/2418 [===>..........................] - ETA: 5:05 - loss: 502.2258 - logits_profile_predictions_loss: 497.2091 - logcount_predictions_loss: 0.2850 390/2418 [===>..........................] - ETA: 5:05 - loss: 502.2234 - logits_profile_predictions_loss: 497.2067 - logcount_predictions_loss: 0.2850 391/2418 [===>..........................] - ETA: 5:05 - loss: 502.2212 - logits_profile_predictions_loss: 497.2046 - logcount_predictions_loss: 0.2850 392/2418 [===>..........................] - ETA: 5:05 - loss: 502.2193 - logits_profile_predictions_loss: 497.2028 - logcount_predictions_loss: 0.2850 393/2418 [===>..........................] - ETA: 5:04 - loss: 502.2177 - logits_profile_predictions_loss: 497.2012 - logcount_predictions_loss: 0.2850 394/2418 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[====>.........................] - ETA: 5:02 - loss: 502.1983 - logits_profile_predictions_loss: 497.1828 - logcount_predictions_loss: 0.2850 408/2418 [====>.........................] - ETA: 5:02 - loss: 502.1969 - logits_profile_predictions_loss: 497.1815 - logcount_predictions_loss: 0.2850 409/2418 [====>.........................] - ETA: 5:02 - loss: 502.1954 - logits_profile_predictions_loss: 497.1801 - logcount_predictions_loss: 0.2850 410/2418 [====>.........................] - ETA: 5:02 - loss: 502.1935 - logits_profile_predictions_loss: 497.1783 - logcount_predictions_loss: 0.2850 411/2418 [====>.........................] - ETA: 5:02 - loss: 502.1914 - logits_profile_predictions_loss: 497.1763 - logcount_predictions_loss: 0.2849 412/2418 [====>.........................] - ETA: 5:02 - loss: 502.1893 - logits_profile_predictions_loss: 497.1743 - logcount_predictions_loss: 0.2849 413/2418 [====>.........................] - ETA: 5:01 - loss: 502.1876 - logits_profile_predictions_loss: 497.1727 - logcount_predictions_loss: 0.2849 414/2418 [====>.........................] - ETA: 5:01 - loss: 502.1856 - logits_profile_predictions_loss: 497.1708 - logcount_predictions_loss: 0.2849 415/2418 [====>.........................] - ETA: 5:01 - loss: 502.1838 - logits_profile_predictions_loss: 497.1691 - logcount_predictions_loss: 0.2849 416/2418 [====>.........................] - ETA: 5:01 - loss: 502.1821 - logits_profile_predictions_loss: 497.1674 - logcount_predictions_loss: 0.2849 417/2418 [====>.........................] - ETA: 5:01 - loss: 502.1807 - logits_profile_predictions_loss: 497.1662 - logcount_predictions_loss: 0.2849 418/2418 [====>.........................] - ETA: 5:01 - loss: 502.1793 - logits_profile_predictions_loss: 497.1649 - logcount_predictions_loss: 0.2849 419/2418 [====>.........................] - ETA: 5:00 - loss: 502.1779 - logits_profile_predictions_loss: 497.1635 - logcount_predictions_loss: 0.2849 420/2418 [====>.........................] - ETA: 5:00 - loss: 502.1765 - logits_profile_predictions_loss: 497.1623 - logcount_predictions_loss: 0.2849 421/2418 [====>.........................] - ETA: 5:00 - loss: 502.1753 - logits_profile_predictions_loss: 497.1612 - logcount_predictions_loss: 0.2849 422/2418 [====>.........................] - ETA: 5:00 - loss: 502.1741 - logits_profile_predictions_loss: 497.1600 - logcount_predictions_loss: 0.2849 423/2418 [====>.........................] - ETA: 5:00 - loss: 502.1728 - logits_profile_predictions_loss: 497.1589 - logcount_predictions_loss: 0.2849 424/2418 [====>.........................] - ETA: 5:00 - loss: 502.1714 - logits_profile_predictions_loss: 497.1577 - logcount_predictions_loss: 0.2849 425/2418 [====>.........................] - ETA: 5:00 - loss: 502.1706 - logits_profile_predictions_loss: 497.1569 - logcount_predictions_loss: 0.2849 426/2418 [====>.........................] - ETA: 4:59 - loss: 502.1699 - logits_profile_predictions_loss: 497.1564 - logcount_predictions_loss: 0.2849 427/2418 [====>.........................] - ETA: 4:59 - loss: 502.1690 - logits_profile_predictions_loss: 497.1556 - logcount_predictions_loss: 0.2848 428/2418 [====>.........................] - ETA: 4:59 - loss: 502.1680 - logits_profile_predictions_loss: 497.1548 - logcount_predictions_loss: 0.2848 429/2418 [====>.........................] - ETA: 4:59 - loss: 502.1671 - logits_profile_predictions_loss: 497.1540 - logcount_predictions_loss: 0.2848 430/2418 [====>.........................] - ETA: 4:59 - loss: 502.1660 - logits_profile_predictions_loss: 497.1530 - logcount_predictions_loss: 0.2848 431/2418 [====>.........................] - ETA: 4:59 - loss: 502.1649 - logits_profile_predictions_loss: 497.1521 - logcount_predictions_loss: 0.2848 432/2418 [====>.........................] - ETA: 4:59 - loss: 502.1638 - logits_profile_predictions_loss: 497.1511 - logcount_predictions_loss: 0.2848 433/2418 [====>.........................] - ETA: 4:58 - loss: 502.1628 - logits_profile_predictions_loss: 497.1502 - logcount_predictions_loss: 0.2848 434/2418 [====>.........................] - ETA: 4:58 - loss: 502.1612 - logits_profile_predictions_loss: 497.1488 - logcount_predictions_loss: 0.2848 435/2418 [====>.........................] - ETA: 4:58 - loss: 502.1598 - logits_profile_predictions_loss: 497.1474 - logcount_predictions_loss: 0.2848 436/2418 [====>.........................] - ETA: 4:58 - loss: 502.1586 - logits_profile_predictions_loss: 497.1464 - logcount_predictions_loss: 0.2848 437/2418 [====>.........................] - ETA: 4:58 - loss: 502.1577 - logits_profile_predictions_loss: 497.1456 - logcount_predictions_loss: 0.2848 438/2418 [====>.........................] - ETA: 4:58 - loss: 502.1567 - logits_profile_predictions_loss: 497.1447 - logcount_predictions_loss: 0.2848 439/2418 [====>.........................] - ETA: 4:57 - loss: 502.1557 - logits_profile_predictions_loss: 497.1438 - logcount_predictions_loss: 0.2848 440/2418 [====>.........................] - ETA: 4:57 - loss: 502.1546 - logits_profile_predictions_loss: 497.1429 - logcount_predictions_loss: 0.2848 441/2418 [====>.........................] - ETA: 4:57 - loss: 502.1534 - logits_profile_predictions_loss: 497.1418 - logcount_predictions_loss: 0.2847 442/2418 [====>.........................] - ETA: 4:57 - loss: 502.1528 - logits_profile_predictions_loss: 497.1413 - logcount_predictions_loss: 0.2847 443/2418 [====>.........................] - ETA: 4:57 - loss: 502.1522 - logits_profile_predictions_loss: 497.1408 - logcount_predictions_loss: 0.2847 444/2418 [====>.........................] - ETA: 4:57 - loss: 502.1515 - logits_profile_predictions_loss: 497.1402 - logcount_predictions_loss: 0.2847 445/2418 [====>.........................] - ETA: 4:57 - loss: 502.1506 - logits_profile_predictions_loss: 497.1395 - logcount_predictions_loss: 0.2847 446/2418 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loss: 501.9446 - logits_profile_predictions_loss: 496.9624 - logcount_predictions_loss: 0.2831 2404/2418 [============================>.] - ETA: 2s - loss: 501.9446 - logits_profile_predictions_loss: 496.9624 - logcount_predictions_loss: 0.2831 2405/2418 [============================>.] - ETA: 1s - loss: 501.9445 - logits_profile_predictions_loss: 496.9623 - logcount_predictions_loss: 0.2831 2406/2418 [============================>.] - ETA: 1s - loss: 501.9444 - logits_profile_predictions_loss: 496.9622 - logcount_predictions_loss: 0.2831 2407/2418 [============================>.] - ETA: 1s - loss: 501.9444 - logits_profile_predictions_loss: 496.9622 - logcount_predictions_loss: 0.2831 2408/2418 [============================>.] - ETA: 1s - loss: 501.9443 - logits_profile_predictions_loss: 496.9621 - logcount_predictions_loss: 0.2831 2409/2418 [============================>.] - ETA: 1s - loss: 501.9443 - logits_profile_predictions_loss: 496.9620 - logcount_predictions_loss: 0.2831 2410/2418 [============================>.] - ETA: 1s - loss: 501.9442 - logits_profile_predictions_loss: 496.9620 - logcount_predictions_loss: 0.2831 2411/2418 [============================>.] - ETA: 1s - loss: 501.9442 - logits_profile_predictions_loss: 496.9619 - logcount_predictions_loss: 0.2831 2412/2418 [============================>.] - ETA: 0s - loss: 501.9441 - logits_profile_predictions_loss: 496.9619 - logcount_predictions_loss: 0.2831 2413/2418 [============================>.] - ETA: 0s - loss: 501.9441 - logits_profile_predictions_loss: 496.9618 - logcount_predictions_loss: 0.2831 2414/2418 [============================>.] - ETA: 0s - loss: 501.9440 - logits_profile_predictions_loss: 496.9618 - logcount_predictions_loss: 0.2831 2415/2418 [============================>.] - ETA: 0s - loss: 501.9439 - logits_profile_predictions_loss: 496.9617 - logcount_predictions_loss: 0.2831 2416/2418 [============================>.] - ETA: 0s - loss: 501.9439 - logits_profile_predictions_loss: 496.9617 - logcount_predictions_loss: 0.2831 2417/2418 [============================>.] - ETA: 0s - loss: 501.9438 - logits_profile_predictions_loss: 496.9616 - logcount_predictions_loss: 0.2831 2418/2418 [==============================] - ETA: 0s - loss: 501.9438 - logits_profile_predictions_loss: 496.9616 - logcount_predictions_loss: 0.2831 2418/2418 [==============================] - 382s 158ms/step - loss: 501.9438 - logits_profile_predictions_loss: 496.9615 - logcount_predictions_loss: 0.2831 - val_loss: 537.6882 - val_logits_profile_predictions_loss: 531.6976 - val_logcount_predictions_loss: 0.3404 Epoch 00016: val_loss did not improve from 534.96735 Epoch 17/50 1/2418 [..............................] - ETA: 7:23 - loss: 552.6875 - logits_profile_predictions_loss: 547.9138 - logcount_predictions_loss: 0.2712 2/2418 [..............................] - ETA: 6:09 - loss: 547.1143 - logits_profile_predictions_loss: 542.2077 - logcount_predictions_loss: 0.2788 3/2418 [..............................] - ETA: 6:05 - loss: 546.3349 - logits_profile_predictions_loss: 541.5261 - logcount_predictions_loss: 0.2732 4/2418 [..............................] - ETA: 6:04 - loss: 542.7674 - logits_profile_predictions_loss: 537.9175 - logcount_predictions_loss: 0.2756 5/2418 [..............................] - ETA: 6:04 - loss: 539.7490 - logits_profile_predictions_loss: 534.8688 - logcount_predictions_loss: 0.2773 6/2418 [..............................] - ETA: 6:03 - loss: 535.0257 - logits_profile_predictions_loss: 530.1415 - logcount_predictions_loss: 0.2775 7/2418 [..............................] - ETA: 6:03 - loss: 529.7279 - logits_profile_predictions_loss: 524.8601 - logcount_predictions_loss: 0.2766 8/2418 [..............................] - ETA: 6:03 - loss: 526.6691 - logits_profile_predictions_loss: 521.8340 - logcount_predictions_loss: 0.2747 9/2418 [..............................] - ETA: 6:03 - loss: 524.2680 - logits_profile_predictions_loss: 519.4536 - logcount_predictions_loss: 0.2735 10/2418 [..............................] - ETA: 6:02 - loss: 521.9547 - logits_profile_predictions_loss: 517.1579 - logcount_predictions_loss: 0.2726 11/2418 [..............................] - ETA: 6:02 - loss: 519.6985 - logits_profile_predictions_loss: 514.9176 - logcount_predictions_loss: 0.2716 12/2418 [..............................] - ETA: 6:02 - loss: 518.0626 - logits_profile_predictions_loss: 513.2974 - logcount_predictions_loss: 0.2707 13/2418 [..............................] - ETA: 6:02 - loss: 516.4429 - logits_profile_predictions_loss: 511.6883 - logcount_predictions_loss: 0.2701 14/2418 [..............................] - ETA: 6:02 - loss: 515.0725 - logits_profile_predictions_loss: 510.3287 - logcount_predictions_loss: 0.2695 15/2418 [..............................] - ETA: 6:01 - loss: 513.5649 - logits_profile_predictions_loss: 508.8243 - logcount_predictions_loss: 0.2694 16/2418 [..............................] - ETA: 6:01 - loss: 512.3876 - logits_profile_predictions_loss: 507.6303 - logcount_predictions_loss: 0.2703 17/2418 [..............................] - ETA: 6:01 - loss: 511.1841 - logits_profile_predictions_loss: 506.4114 - logcount_predictions_loss: 0.2712 18/2418 [..............................] - ETA: 6:01 - loss: 510.1647 - logits_profile_predictions_loss: 505.3782 - logcount_predictions_loss: 0.2720 19/2418 [..............................] - ETA: 6:01 - loss: 509.3569 - logits_profile_predictions_loss: 504.5605 - logcount_predictions_loss: 0.2725 20/2418 [..............................] - ETA: 6:00 - loss: 508.6941 - logits_profile_predictions_loss: 503.8901 - logcount_predictions_loss: 0.2730 21/2418 [..............................] - ETA: 6:00 - loss: 508.1847 - logits_profile_predictions_loss: 503.3755 - logcount_predictions_loss: 0.2733 22/2418 [..............................] - ETA: 6:00 - loss: 507.6592 - logits_profile_predictions_loss: 502.8462 - logcount_predictions_loss: 0.2735 23/2418 [..............................] - ETA: 6:00 - loss: 507.1493 - logits_profile_predictions_loss: 502.3346 - logcount_predictions_loss: 0.2736 24/2418 [..............................] - ETA: 6:00 - loss: 506.7700 - logits_profile_predictions_loss: 501.9533 - logcount_predictions_loss: 0.2737 25/2418 [..............................] - ETA: 6:00 - loss: 506.4277 - logits_profile_predictions_loss: 501.6082 - logcount_predictions_loss: 0.2738 26/2418 [..............................] - ETA: 5:59 - loss: 506.1000 - logits_profile_predictions_loss: 501.2787 - logcount_predictions_loss: 0.2739 27/2418 [..............................] - ETA: 5:59 - loss: 505.6930 - logits_profile_predictions_loss: 500.8720 - logcount_predictions_loss: 0.2739 28/2418 [..............................] - ETA: 5:59 - loss: 505.2756 - logits_profile_predictions_loss: 500.4548 - logcount_predictions_loss: 0.2739 29/2418 [..............................] - ETA: 5:59 - loss: 504.9364 - logits_profile_predictions_loss: 500.1169 - logcount_predictions_loss: 0.2738 30/2418 [..............................] - ETA: 5:59 - loss: 504.5903 - logits_profile_predictions_loss: 499.7721 - logcount_predictions_loss: 0.2738 31/2418 [..............................] - ETA: 5:59 - loss: 504.3202 - logits_profile_predictions_loss: 499.5037 - logcount_predictions_loss: 0.2737 32/2418 [..............................] - ETA: 5:58 - loss: 504.0496 - logits_profile_predictions_loss: 499.2346 - logcount_predictions_loss: 0.2736 33/2418 [..............................] - ETA: 5:58 - loss: 503.7702 - logits_profile_predictions_loss: 498.9570 - logcount_predictions_loss: 0.2735 34/2418 [..............................] - ETA: 5:58 - loss: 503.6103 - logits_profile_predictions_loss: 498.7986 - logcount_predictions_loss: 0.2734 35/2418 [..............................] - ETA: 5:58 - loss: 503.4986 - logits_profile_predictions_loss: 498.6885 - logcount_predictions_loss: 0.2733 36/2418 [..............................] - ETA: 5:58 - loss: 503.4161 - logits_profile_predictions_loss: 498.6084 - logcount_predictions_loss: 0.2732 37/2418 [..............................] - ETA: 5:58 - loss: 503.3198 - logits_profile_predictions_loss: 498.5155 - logcount_predictions_loss: 0.2730 38/2418 [..............................] - ETA: 5:58 - loss: 503.2466 - logits_profile_predictions_loss: 498.4453 - logcount_predictions_loss: 0.2728 39/2418 [..............................] - ETA: 5:57 - loss: 503.1649 - logits_profile_predictions_loss: 498.3665 - logcount_predictions_loss: 0.2726 40/2418 [..............................] - ETA: 5:57 - loss: 503.0754 - logits_profile_predictions_loss: 498.2805 - logcount_predictions_loss: 0.2724 41/2418 [..............................] - ETA: 5:57 - loss: 502.9835 - logits_profile_predictions_loss: 498.1922 - logcount_predictions_loss: 0.2722 42/2418 [..............................] - ETA: 5:57 - loss: 502.9444 - logits_profile_predictions_loss: 498.1563 - logcount_predictions_loss: 0.2721 43/2418 [..............................] - ETA: 5:57 - loss: 502.9115 - logits_profile_predictions_loss: 498.1269 - logcount_predictions_loss: 0.2719 44/2418 [..............................] - ETA: 5:57 - loss: 502.8825 - logits_profile_predictions_loss: 498.1010 - logcount_predictions_loss: 0.2717 45/2418 [..............................] - ETA: 5:57 - loss: 502.8577 - logits_profile_predictions_loss: 498.0791 - logcount_predictions_loss: 0.2715 46/2418 [..............................] - ETA: 5:56 - loss: 502.8705 - logits_profile_predictions_loss: 498.0950 - logcount_predictions_loss: 0.2713 47/2418 [..............................] - ETA: 5:56 - loss: 502.8838 - logits_profile_predictions_loss: 498.1109 - logcount_predictions_loss: 0.2712 48/2418 [..............................] - ETA: 5:56 - loss: 502.8993 - logits_profile_predictions_loss: 498.1292 - logcount_predictions_loss: 0.2710 49/2418 [..............................] - ETA: 5:56 - loss: 502.9200 - logits_profile_predictions_loss: 498.1522 - logcount_predictions_loss: 0.2709 50/2418 [..............................] - ETA: 5:56 - loss: 502.9661 - logits_profile_predictions_loss: 498.2001 - logcount_predictions_loss: 0.2708 51/2418 [..............................] - ETA: 5:56 - loss: 502.9959 - logits_profile_predictions_loss: 498.2310 - logcount_predictions_loss: 0.2707 52/2418 [..............................] - ETA: 5:55 - loss: 503.0032 - logits_profile_predictions_loss: 498.2398 - logcount_predictions_loss: 0.2706 53/2418 [..............................] - ETA: 5:55 - loss: 503.0203 - logits_profile_predictions_loss: 498.2584 - logcount_predictions_loss: 0.2706 54/2418 [..............................] - ETA: 5:55 - loss: 503.0320 - logits_profile_predictions_loss: 498.2717 - logcount_predictions_loss: 0.2705 55/2418 [..............................] - ETA: 5:55 - loss: 503.0462 - logits_profile_predictions_loss: 498.2878 - logcount_predictions_loss: 0.2704 56/2418 [..............................] - ETA: 5:55 - loss: 503.0535 - logits_profile_predictions_loss: 498.2967 - logcount_predictions_loss: 0.2703 57/2418 [..............................] - ETA: 5:55 - loss: 503.0647 - logits_profile_predictions_loss: 498.3093 - logcount_predictions_loss: 0.2702 58/2418 [..............................] - ETA: 5:54 - loss: 503.0701 - logits_profile_predictions_loss: 498.3153 - logcount_predictions_loss: 0.2702 59/2418 [..............................] - ETA: 5:54 - loss: 503.0696 - logits_profile_predictions_loss: 498.3155 - logcount_predictions_loss: 0.2701 60/2418 [..............................] - ETA: 5:54 - loss: 503.0531 - logits_profile_predictions_loss: 498.2992 - logcount_predictions_loss: 0.2701 61/2418 [..............................] - ETA: 5:54 - loss: 503.0437 - logits_profile_predictions_loss: 498.2902 - logcount_predictions_loss: 0.2701 62/2418 [..............................] - ETA: 5:54 - loss: 503.0410 - logits_profile_predictions_loss: 498.2875 - logcount_predictions_loss: 0.2701 63/2418 [..............................] - ETA: 5:54 - loss: 503.0237 - logits_profile_predictions_loss: 498.2703 - logcount_predictions_loss: 0.2701 64/2418 [..............................] - ETA: 5:54 - loss: 503.0005 - logits_profile_predictions_loss: 498.2471 - logcount_predictions_loss: 0.2701 65/2418 [..............................] - ETA: 5:53 - loss: 502.9776 - logits_profile_predictions_loss: 498.2241 - logcount_predictions_loss: 0.2701 66/2418 [..............................] - ETA: 5:53 - loss: 502.9449 - logits_profile_predictions_loss: 498.1912 - logcount_predictions_loss: 0.2701 67/2418 [..............................] - ETA: 5:53 - loss: 502.9050 - logits_profile_predictions_loss: 498.1509 - logcount_predictions_loss: 0.2701 68/2418 [..............................] - ETA: 5:53 - loss: 502.8651 - logits_profile_predictions_loss: 498.1104 - logcount_predictions_loss: 0.2702 69/2418 [..............................] - ETA: 5:53 - loss: 502.8116 - logits_profile_predictions_loss: 498.0564 - logcount_predictions_loss: 0.2702 70/2418 [..............................] - ETA: 5:53 - loss: 502.7589 - logits_profile_predictions_loss: 498.0031 - logcount_predictions_loss: 0.2702 71/2418 [..............................] - ETA: 5:52 - loss: 502.7328 - logits_profile_predictions_loss: 497.9761 - logcount_predictions_loss: 0.2703 72/2418 [..............................] - ETA: 5:52 - loss: 502.6982 - logits_profile_predictions_loss: 497.9411 - logcount_predictions_loss: 0.2703 73/2418 [..............................] - ETA: 5:52 - loss: 502.6753 - logits_profile_predictions_loss: 497.9180 - logcount_predictions_loss: 0.2703 74/2418 [..............................] - ETA: 5:52 - loss: 502.6560 - logits_profile_predictions_loss: 497.8982 - logcount_predictions_loss: 0.2703 75/2418 [..............................] - ETA: 5:52 - loss: 502.6333 - logits_profile_predictions_loss: 497.8751 - logcount_predictions_loss: 0.2704 76/2418 [..............................] - ETA: 5:52 - loss: 502.6057 - logits_profile_predictions_loss: 497.8469 - logcount_predictions_loss: 0.2704 77/2418 [..............................] - ETA: 5:52 - loss: 502.5731 - logits_profile_predictions_loss: 497.8137 - logcount_predictions_loss: 0.2704 78/2418 [..............................] - ETA: 5:51 - loss: 502.5366 - logits_profile_predictions_loss: 497.7770 - logcount_predictions_loss: 0.2704 79/2418 [..............................] - ETA: 5:51 - loss: 502.5001 - logits_profile_predictions_loss: 497.7403 - logcount_predictions_loss: 0.2704 80/2418 [..............................] - ETA: 5:51 - loss: 502.4720 - logits_profile_predictions_loss: 497.7122 - logcount_predictions_loss: 0.2704 81/2418 [>.............................] - ETA: 5:51 - loss: 502.4442 - logits_profile_predictions_loss: 497.6839 - logcount_predictions_loss: 0.2705 82/2418 [>.............................] - ETA: 5:51 - loss: 502.4261 - logits_profile_predictions_loss: 497.6651 - logcount_predictions_loss: 0.2705 83/2418 [>.............................] - ETA: 5:51 - loss: 502.4121 - logits_profile_predictions_loss: 497.6505 - logcount_predictions_loss: 0.2705 84/2418 [>.............................] - ETA: 5:51 - loss: 502.3950 - logits_profile_predictions_loss: 497.6326 - logcount_predictions_loss: 0.2706 85/2418 [>.............................] - ETA: 5:50 - loss: 502.3710 - logits_profile_predictions_loss: 497.6076 - logcount_predictions_loss: 0.2706 86/2418 [>.............................] - ETA: 5:50 - loss: 502.3491 - logits_profile_predictions_loss: 497.5847 - logcount_predictions_loss: 0.2707 87/2418 [>.............................] - ETA: 5:50 - loss: 502.3300 - logits_profile_predictions_loss: 497.5645 - logcount_predictions_loss: 0.2708 88/2418 [>.............................] - ETA: 5:50 - loss: 502.3067 - logits_profile_predictions_loss: 497.5402 - logcount_predictions_loss: 0.2708 89/2418 [>.............................] - ETA: 5:50 - loss: 502.2892 - logits_profile_predictions_loss: 497.5217 - logcount_predictions_loss: 0.2709 90/2418 [>.............................] - ETA: 5:50 - loss: 502.2706 - logits_profile_predictions_loss: 497.5019 - logcount_predictions_loss: 0.2709 91/2418 [>.............................] - ETA: 5:50 - loss: 502.2487 - logits_profile_predictions_loss: 497.4789 - logcount_predictions_loss: 0.2710 92/2418 [>.............................] - ETA: 5:49 - loss: 502.2151 - logits_profile_predictions_loss: 497.4443 - logcount_predictions_loss: 0.2711 93/2418 [>.............................] - ETA: 5:49 - loss: 502.1840 - logits_profile_predictions_loss: 497.4123 - logcount_predictions_loss: 0.2711 94/2418 [>.............................] - ETA: 5:49 - loss: 502.1471 - logits_profile_predictions_loss: 497.3744 - logcount_predictions_loss: 0.2712 95/2418 [>.............................] - ETA: 5:49 - loss: 502.1070 - logits_profile_predictions_loss: 497.3331 - logcount_predictions_loss: 0.2712 96/2418 [>.............................] - ETA: 5:49 - loss: 502.0715 - logits_profile_predictions_loss: 497.2962 - logcount_predictions_loss: 0.2713 97/2418 [>.............................] - ETA: 5:49 - loss: 502.0359 - logits_profile_predictions_loss: 497.2592 - logcount_predictions_loss: 0.2714 98/2418 [>.............................] - ETA: 5:49 - loss: 502.0001 - logits_profile_predictions_loss: 497.2223 - logcount_predictions_loss: 0.2715 99/2418 [>.............................] - ETA: 5:48 - loss: 501.9698 - logits_profile_predictions_loss: 497.1910 - logcount_predictions_loss: 0.2715 100/2418 [>.............................] - ETA: 5:48 - loss: 501.9397 - logits_profile_predictions_loss: 497.1598 - logcount_predictions_loss: 0.2716 101/2418 [>.............................] - ETA: 5:48 - loss: 501.9134 - logits_profile_predictions_loss: 497.1325 - logcount_predictions_loss: 0.2716 102/2418 [>.............................] - ETA: 5:48 - loss: 501.8901 - logits_profile_predictions_loss: 497.1083 - logcount_predictions_loss: 0.2717 103/2418 [>.............................] - ETA: 5:48 - loss: 501.8688 - logits_profile_predictions_loss: 497.0862 - logcount_predictions_loss: 0.2717 104/2418 [>.............................] - ETA: 5:48 - loss: 501.8467 - logits_profile_predictions_loss: 497.0635 - logcount_predictions_loss: 0.2718 105/2418 [>.............................] - ETA: 5:48 - loss: 501.8318 - logits_profile_predictions_loss: 497.0481 - logcount_predictions_loss: 0.2718 106/2418 [>.............................] - ETA: 5:47 - loss: 501.8138 - logits_profile_predictions_loss: 497.0292 - logcount_predictions_loss: 0.2718 107/2418 [>.............................] - ETA: 5:47 - loss: 501.7937 - logits_profile_predictions_loss: 497.0083 - logcount_predictions_loss: 0.2719 108/2418 [>.............................] - ETA: 5:47 - loss: 501.7683 - logits_profile_predictions_loss: 496.9822 - logcount_predictions_loss: 0.2719 109/2418 [>.............................] - ETA: 5:47 - loss: 501.7393 - logits_profile_predictions_loss: 496.9524 - logcount_predictions_loss: 0.2720 110/2418 [>.............................] - ETA: 5:47 - loss: 501.7179 - logits_profile_predictions_loss: 496.9303 - logcount_predictions_loss: 0.2720 111/2418 [>.............................] - ETA: 5:47 - loss: 501.7025 - logits_profile_predictions_loss: 496.9142 - logcount_predictions_loss: 0.2721 112/2418 [>.............................] - ETA: 5:46 - loss: 501.6826 - logits_profile_predictions_loss: 496.8936 - logcount_predictions_loss: 0.2721 113/2418 [>.............................] - ETA: 5:46 - loss: 501.6643 - logits_profile_predictions_loss: 496.8747 - logcount_predictions_loss: 0.2721 114/2418 [>.............................] - ETA: 5:46 - loss: 501.6486 - logits_profile_predictions_loss: 496.8584 - logcount_predictions_loss: 0.2722 115/2418 [>.............................] - ETA: 5:46 - loss: 501.6394 - logits_profile_predictions_loss: 496.8486 - logcount_predictions_loss: 0.2722 116/2418 [>.............................] - ETA: 5:46 - loss: 501.6291 - logits_profile_predictions_loss: 496.8379 - logcount_predictions_loss: 0.2722 117/2418 [>.............................] - ETA: 5:46 - loss: 501.6188 - logits_profile_predictions_loss: 496.8270 - logcount_predictions_loss: 0.2723 118/2418 [>.............................] - ETA: 5:46 - loss: 501.6110 - logits_profile_predictions_loss: 496.8187 - logcount_predictions_loss: 0.2723 119/2418 [>.............................] - ETA: 5:45 - loss: 501.6030 - logits_profile_predictions_loss: 496.8103 - logcount_predictions_loss: 0.2723 120/2418 [>.............................] - ETA: 5:45 - loss: 501.5993 - logits_profile_predictions_loss: 496.8062 - logcount_predictions_loss: 0.2723 121/2418 [>.............................] - ETA: 5:45 - loss: 501.5931 - 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[============================>.] - ETA: 0s - loss: 500.3674 - logits_profile_predictions_loss: 495.5749 - logcount_predictions_loss: 0.2723 2418/2418 [==============================] - ETA: 0s - loss: 500.3671 - logits_profile_predictions_loss: 495.5746 - logcount_predictions_loss: 0.2723 2418/2418 [==============================] - 382s 158ms/step - loss: 500.3669 - logits_profile_predictions_loss: 495.5744 - logcount_predictions_loss: 0.2723 - val_loss: 536.9921 - val_logits_profile_predictions_loss: 530.9510 - val_logcount_predictions_loss: 0.3432 Epoch 00017: val_loss did not improve from 534.96735 Epoch 18/50 1/2418 [..............................] - ETA: 7:20 - loss: 459.8209 - logits_profile_predictions_loss: 455.6989 - logcount_predictions_loss: 0.2342 2/2418 [..............................] - ETA: 6:03 - loss: 492.3864 - logits_profile_predictions_loss: 488.1380 - logcount_predictions_loss: 0.2414 3/2418 [..............................] - ETA: 6:03 - loss: 497.6622 - 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[..............................] - ETA: 6:02 - loss: 489.6359 - logits_profile_predictions_loss: 484.8775 - logcount_predictions_loss: 0.2704 11/2418 [..............................] - ETA: 6:02 - loss: 488.5846 - logits_profile_predictions_loss: 483.8113 - logcount_predictions_loss: 0.2712 12/2418 [..............................] - ETA: 6:02 - loss: 487.6398 - logits_profile_predictions_loss: 482.8620 - logcount_predictions_loss: 0.2715 13/2418 [..............................] - ETA: 6:01 - loss: 486.9771 - logits_profile_predictions_loss: 482.1990 - logcount_predictions_loss: 0.2715 14/2418 [..............................] - ETA: 6:01 - loss: 486.3217 - logits_profile_predictions_loss: 481.5492 - logcount_predictions_loss: 0.2712 15/2418 [..............................] - ETA: 6:01 - loss: 485.7423 - logits_profile_predictions_loss: 480.9817 - logcount_predictions_loss: 0.2705 16/2418 [..............................] - ETA: 6:01 - loss: 485.1847 - logits_profile_predictions_loss: 480.4361 - logcount_predictions_loss: 0.2698 17/2418 [..............................] - ETA: 6:01 - loss: 484.6108 - logits_profile_predictions_loss: 479.8769 - logcount_predictions_loss: 0.2690 18/2418 [..............................] - ETA: 6:01 - loss: 484.0685 - logits_profile_predictions_loss: 479.3478 - logcount_predictions_loss: 0.2682 19/2418 [..............................] - ETA: 6:01 - loss: 483.6931 - logits_profile_predictions_loss: 478.9837 - logcount_predictions_loss: 0.2676 20/2418 [..............................] - ETA: 6:00 - loss: 483.4660 - logits_profile_predictions_loss: 478.7672 - logcount_predictions_loss: 0.2670 21/2418 [..............................] - ETA: 6:00 - loss: 483.3642 - logits_profile_predictions_loss: 478.6717 - logcount_predictions_loss: 0.2666 22/2418 [..............................] - ETA: 6:00 - loss: 483.4100 - logits_profile_predictions_loss: 478.7265 - logcount_predictions_loss: 0.2661 23/2418 [..............................] - ETA: 6:00 - 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[..............................] - ETA: 5:57 - loss: 485.4917 - logits_profile_predictions_loss: 480.7436 - logcount_predictions_loss: 0.2698 44/2418 [..............................] - ETA: 5:57 - loss: 485.5368 - logits_profile_predictions_loss: 480.7846 - logcount_predictions_loss: 0.2700 45/2418 [..............................] - ETA: 5:57 - loss: 485.5959 - logits_profile_predictions_loss: 480.8393 - logcount_predictions_loss: 0.2703 46/2418 [..............................] - ETA: 5:57 - loss: 485.6932 - logits_profile_predictions_loss: 480.9334 - logcount_predictions_loss: 0.2704 47/2418 [..............................] - ETA: 5:56 - loss: 485.8030 - logits_profile_predictions_loss: 481.0404 - logcount_predictions_loss: 0.2706 48/2418 [..............................] - ETA: 5:56 - loss: 485.9188 - logits_profile_predictions_loss: 481.1540 - logcount_predictions_loss: 0.2707 49/2418 [..............................] - ETA: 5:56 - loss: 486.0430 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 493.1701 - logcount_predictions_loss: 0.2638 2418/2418 [==============================] - ETA: 0s - loss: 497.8137 - logits_profile_predictions_loss: 493.1702 - logcount_predictions_loss: 0.2638 2418/2418 [==============================] - 382s 158ms/step - loss: 497.8138 - logits_profile_predictions_loss: 493.1703 - logcount_predictions_loss: 0.2638 - val_loss: 541.3553 - val_logits_profile_predictions_loss: 535.2076 - val_logcount_predictions_loss: 0.3493 Epoch 00018: val_loss did not improve from 534.96735 Epoch 19/50 1/2418 [..............................] - ETA: 7:26 - loss: 513.7821 - logits_profile_predictions_loss: 510.2799 - logcount_predictions_loss: 0.1990 2/2418 [..............................] - ETA: 6:22 - loss: 500.3452 - logits_profile_predictions_loss: 496.6394 - logcount_predictions_loss: 0.2106 3/2418 [..............................] - ETA: 6:13 - loss: 504.9950 - logits_profile_predictions_loss: 501.3624 - logcount_predictions_loss: 0.2064 4/2418 [..............................] - ETA: 6:10 - loss: 509.9382 - logits_profile_predictions_loss: 506.3466 - logcount_predictions_loss: 0.2041 5/2418 [..............................] - ETA: 6:08 - loss: 511.4792 - logits_profile_predictions_loss: 507.9322 - logcount_predictions_loss: 0.2015 6/2418 [..............................] - ETA: 6:06 - loss: 510.8265 - logits_profile_predictions_loss: 507.2997 - logcount_predictions_loss: 0.2004 7/2418 [..............................] - ETA: 6:05 - loss: 509.9589 - logits_profile_predictions_loss: 506.4362 - logcount_predictions_loss: 0.2002 8/2418 [..............................] - ETA: 6:05 - loss: 509.4681 - logits_profile_predictions_loss: 505.9346 - logcount_predictions_loss: 0.2008 9/2418 [..............................] - ETA: 6:04 - loss: 508.7501 - logits_profile_predictions_loss: 505.2099 - logcount_predictions_loss: 0.2011 10/2418 [..............................] - ETA: 6:04 - loss: 507.7522 - 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2405/2418 [============================>.] - ETA: 1s - loss: 494.3288 - logits_profile_predictions_loss: 489.9572 - logcount_predictions_loss: 0.2484 2406/2418 [============================>.] - ETA: 1s - loss: 494.3286 - logits_profile_predictions_loss: 489.9570 - logcount_predictions_loss: 0.2484 2407/2418 [============================>.] - ETA: 1s - loss: 494.3285 - logits_profile_predictions_loss: 489.9568 - logcount_predictions_loss: 0.2484 2408/2418 [============================>.] - ETA: 1s - loss: 494.3283 - logits_profile_predictions_loss: 489.9567 - logcount_predictions_loss: 0.2484 2409/2418 [============================>.] - ETA: 1s - loss: 494.3281 - logits_profile_predictions_loss: 489.9565 - logcount_predictions_loss: 0.2484 2410/2418 [============================>.] - ETA: 1s - loss: 494.3279 - logits_profile_predictions_loss: 489.9563 - logcount_predictions_loss: 0.2484 2411/2418 [============================>.] - ETA: 1s - loss: 494.3277 - 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[==============================] - ETA: 0s - loss: 494.3263 - logits_profile_predictions_loss: 489.9547 - logcount_predictions_loss: 0.2484 2418/2418 [==============================] - 382s 158ms/step - loss: 494.3261 - logits_profile_predictions_loss: 489.9545 - logcount_predictions_loss: 0.2484 - val_loss: 539.6850 - val_logits_profile_predictions_loss: 533.5139 - val_logcount_predictions_loss: 0.3506 Epoch 00019: val_loss did not improve from 534.96735 Epoch 20/50 1/2418 [..............................] - ETA: 7:17 - loss: 514.2359 - logits_profile_predictions_loss: 509.4598 - logcount_predictions_loss: 0.2714 2/2418 [..............................] - ETA: 6:03 - loss: 501.0465 - logits_profile_predictions_loss: 496.4014 - logcount_predictions_loss: 0.2639 3/2418 [..............................] - ETA: 6:04 - loss: 504.6865 - logits_profile_predictions_loss: 500.0173 - logcount_predictions_loss: 0.2653 4/2418 [..............................] - ETA: 6:04 - loss: 501.4277 - logits_profile_predictions_loss: 496.6874 - logcount_predictions_loss: 0.2693 5/2418 [..............................] - ETA: 6:04 - loss: 498.6925 - logits_profile_predictions_loss: 493.9517 - logcount_predictions_loss: 0.2694 6/2418 [..............................] - ETA: 6:03 - loss: 495.4519 - logits_profile_predictions_loss: 490.7256 - logcount_predictions_loss: 0.2685 7/2418 [..............................] - ETA: 6:03 - loss: 494.3957 - logits_profile_predictions_loss: 489.6864 - logcount_predictions_loss: 0.2676 8/2418 [..............................] - ETA: 6:03 - loss: 493.0637 - logits_profile_predictions_loss: 488.3732 - logcount_predictions_loss: 0.2665 9/2418 [..............................] - ETA: 6:02 - loss: 492.4090 - logits_profile_predictions_loss: 487.7489 - logcount_predictions_loss: 0.2648 10/2418 [..............................] - ETA: 6:02 - loss: 492.3088 - logits_profile_predictions_loss: 487.6858 - logcount_predictions_loss: 0.2627 11/2418 [..............................] - ETA: 6:02 - loss: 492.2777 - logits_profile_predictions_loss: 487.6934 - logcount_predictions_loss: 0.2605 12/2418 [..............................] - ETA: 6:02 - loss: 491.8034 - logits_profile_predictions_loss: 487.2493 - logcount_predictions_loss: 0.2588 13/2418 [..............................] - ETA: 6:02 - loss: 491.4253 - logits_profile_predictions_loss: 486.8863 - logcount_predictions_loss: 0.2579 14/2418 [..............................] - ETA: 6:01 - loss: 491.0686 - logits_profile_predictions_loss: 486.5417 - logcount_predictions_loss: 0.2572 15/2418 [..............................] - ETA: 6:01 - loss: 490.7941 - logits_profile_predictions_loss: 486.2728 - logcount_predictions_loss: 0.2569 16/2418 [..............................] - ETA: 6:01 - loss: 490.6983 - logits_profile_predictions_loss: 486.1833 - logcount_predictions_loss: 0.2565 17/2418 [..............................] - ETA: 6:01 - loss: 490.5915 - logits_profile_predictions_loss: 486.0871 - logcount_predictions_loss: 0.2559 18/2418 [..............................] - ETA: 6:01 - loss: 490.3458 - logits_profile_predictions_loss: 485.8498 - logcount_predictions_loss: 0.2555 19/2418 [..............................] - ETA: 6:01 - loss: 490.0328 - logits_profile_predictions_loss: 485.5450 - logcount_predictions_loss: 0.2550 20/2418 [..............................] - ETA: 6:00 - loss: 489.6962 - logits_profile_predictions_loss: 485.2158 - logcount_predictions_loss: 0.2546 21/2418 [..............................] - ETA: 6:00 - loss: 489.2432 - logits_profile_predictions_loss: 484.7698 - logcount_predictions_loss: 0.2542 22/2418 [..............................] - ETA: 6:00 - loss: 488.7768 - logits_profile_predictions_loss: 484.3072 - logcount_predictions_loss: 0.2540 23/2418 [..............................] - ETA: 6:00 - loss: 488.2093 - logits_profile_predictions_loss: 483.7441 - logcount_predictions_loss: 0.2537 24/2418 [..............................] - ETA: 6:00 - loss: 487.6743 - logits_profile_predictions_loss: 483.2134 - logcount_predictions_loss: 0.2535 25/2418 [..............................] - ETA: 6:00 - loss: 487.1531 - logits_profile_predictions_loss: 482.6966 - logcount_predictions_loss: 0.2532 26/2418 [..............................] - ETA: 6:00 - loss: 486.5928 - logits_profile_predictions_loss: 482.1409 - logcount_predictions_loss: 0.2529 27/2418 [..............................] - ETA: 5:59 - loss: 486.0477 - logits_profile_predictions_loss: 481.5988 - logcount_predictions_loss: 0.2528 28/2418 [..............................] - ETA: 5:59 - loss: 485.5618 - logits_profile_predictions_loss: 481.1157 - logcount_predictions_loss: 0.2526 29/2418 [..............................] - ETA: 5:59 - loss: 485.1909 - logits_profile_predictions_loss: 480.7489 - logcount_predictions_loss: 0.2524 30/2418 [..............................] - ETA: 5:59 - loss: 484.9554 - logits_profile_predictions_loss: 480.5183 - logcount_predictions_loss: 0.2521 31/2418 [..............................] - ETA: 5:59 - loss: 484.7319 - logits_profile_predictions_loss: 480.2988 - logcount_predictions_loss: 0.2519 32/2418 [..............................] - ETA: 5:59 - loss: 484.5513 - logits_profile_predictions_loss: 480.1188 - logcount_predictions_loss: 0.2518 33/2418 [..............................] - ETA: 5:58 - loss: 484.3696 - logits_profile_predictions_loss: 479.9379 - logcount_predictions_loss: 0.2518 34/2418 [..............................] - ETA: 5:58 - loss: 484.1813 - logits_profile_predictions_loss: 479.7507 - logcount_predictions_loss: 0.2517 35/2418 [..............................] - ETA: 5:58 - loss: 483.9821 - logits_profile_predictions_loss: 479.5534 - logcount_predictions_loss: 0.2516 36/2418 [..............................] - ETA: 5:58 - loss: 483.8031 - logits_profile_predictions_loss: 479.3766 - logcount_predictions_loss: 0.2515 37/2418 [..............................] - ETA: 5:58 - loss: 483.6163 - logits_profile_predictions_loss: 479.1926 - logcount_predictions_loss: 0.2513 38/2418 [..............................] - ETA: 5:58 - loss: 483.4490 - logits_profile_predictions_loss: 479.0280 - logcount_predictions_loss: 0.2512 39/2418 [..............................] - ETA: 5:57 - loss: 483.3515 - logits_profile_predictions_loss: 478.9340 - logcount_predictions_loss: 0.2510 40/2418 [..............................] - ETA: 5:57 - loss: 483.2915 - logits_profile_predictions_loss: 478.8780 - logcount_predictions_loss: 0.2508 41/2418 [..............................] - ETA: 5:57 - loss: 483.2374 - logits_profile_predictions_loss: 478.8276 - logcount_predictions_loss: 0.2506 42/2418 [..............................] - ETA: 5:57 - loss: 483.2000 - logits_profile_predictions_loss: 478.7936 - logcount_predictions_loss: 0.2504 43/2418 [..............................] - ETA: 5:57 - loss: 483.1740 - logits_profile_predictions_loss: 478.7713 - logcount_predictions_loss: 0.2502 44/2418 [..............................] - ETA: 5:57 - loss: 483.1627 - logits_profile_predictions_loss: 478.7634 - logcount_predictions_loss: 0.2500 45/2418 [..............................] - ETA: 5:57 - loss: 483.1676 - logits_profile_predictions_loss: 478.7717 - logcount_predictions_loss: 0.2498 46/2418 [..............................] - ETA: 5:56 - loss: 483.1700 - logits_profile_predictions_loss: 478.7773 - logcount_predictions_loss: 0.2496 47/2418 [..............................] - ETA: 5:56 - loss: 483.1793 - logits_profile_predictions_loss: 478.7899 - logcount_predictions_loss: 0.2494 48/2418 [..............................] - ETA: 5:56 - loss: 483.1792 - logits_profile_predictions_loss: 478.7936 - logcount_predictions_loss: 0.2492 49/2418 [..............................] - ETA: 5:56 - loss: 483.2116 - logits_profile_predictions_loss: 478.8290 - logcount_predictions_loss: 0.2490 50/2418 [..............................] - ETA: 5:56 - loss: 483.2345 - logits_profile_predictions_loss: 478.8547 - logcount_predictions_loss: 0.2489 51/2418 [..............................] - ETA: 5:56 - loss: 483.2887 - logits_profile_predictions_loss: 478.9120 - logcount_predictions_loss: 0.2487 52/2418 [..............................] - ETA: 5:56 - loss: 483.3709 - logits_profile_predictions_loss: 478.9974 - logcount_predictions_loss: 0.2485 53/2418 [..............................] - ETA: 5:55 - loss: 483.4444 - logits_profile_predictions_loss: 479.0738 - logcount_predictions_loss: 0.2483 54/2418 [..............................] - ETA: 5:55 - loss: 483.5078 - logits_profile_predictions_loss: 479.1404 - logcount_predictions_loss: 0.2481 55/2418 [..............................] - ETA: 5:55 - loss: 483.5650 - logits_profile_predictions_loss: 479.2002 - logcount_predictions_loss: 0.2480 56/2418 [..............................] - ETA: 5:55 - loss: 483.6271 - logits_profile_predictions_loss: 479.2650 - logcount_predictions_loss: 0.2478 57/2418 [..............................] - ETA: 5:55 - loss: 483.6874 - logits_profile_predictions_loss: 479.3285 - logcount_predictions_loss: 0.2477 58/2418 [..............................] - ETA: 5:55 - loss: 483.7350 - logits_profile_predictions_loss: 479.3791 - logcount_predictions_loss: 0.2475 59/2418 [..............................] - ETA: 5:54 - loss: 483.7749 - logits_profile_predictions_loss: 479.4221 - logcount_predictions_loss: 0.2473 60/2418 [..............................] - ETA: 5:54 - loss: 483.8110 - logits_profile_predictions_loss: 479.4604 - logcount_predictions_loss: 0.2472 61/2418 [..............................] - ETA: 5:54 - loss: 483.8302 - logits_profile_predictions_loss: 479.4816 - logcount_predictions_loss: 0.2471 62/2418 [..............................] - ETA: 5:54 - loss: 483.8531 - logits_profile_predictions_loss: 479.5062 - logcount_predictions_loss: 0.2470 63/2418 [..............................] - ETA: 5:54 - loss: 483.8725 - logits_profile_predictions_loss: 479.5272 - logcount_predictions_loss: 0.2469 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logits_profile_predictions_loss: 479.8241 - logcount_predictions_loss: 0.2464 71/2418 [..............................] - ETA: 5:53 - loss: 484.2063 - logits_profile_predictions_loss: 479.8702 - logcount_predictions_loss: 0.2464 72/2418 [..............................] - ETA: 5:53 - loss: 484.2480 - logits_profile_predictions_loss: 479.9134 - logcount_predictions_loss: 0.2463 73/2418 [..............................] - ETA: 5:52 - loss: 484.2917 - logits_profile_predictions_loss: 479.9585 - logcount_predictions_loss: 0.2462 74/2418 [..............................] - ETA: 5:52 - loss: 484.3352 - logits_profile_predictions_loss: 480.0036 - logcount_predictions_loss: 0.2461 75/2418 [..............................] - ETA: 5:52 - loss: 484.3906 - logits_profile_predictions_loss: 480.0604 - logcount_predictions_loss: 0.2460 76/2418 [..............................] - ETA: 5:52 - loss: 484.4409 - logits_profile_predictions_loss: 480.1124 - logcount_predictions_loss: 0.2459 77/2418 [..............................] - ETA: 5:52 - loss: 484.4955 - logits_profile_predictions_loss: 480.1688 - logcount_predictions_loss: 0.2458 78/2418 [..............................] - ETA: 5:52 - loss: 484.5471 - logits_profile_predictions_loss: 480.2224 - logcount_predictions_loss: 0.2457 79/2418 [..............................] - ETA: 5:52 - loss: 484.5993 - logits_profile_predictions_loss: 480.2765 - logcount_predictions_loss: 0.2456 80/2418 [..............................] - ETA: 5:51 - loss: 484.6515 - logits_profile_predictions_loss: 480.3307 - logcount_predictions_loss: 0.2455 81/2418 [>.............................] - ETA: 5:51 - loss: 484.6991 - logits_profile_predictions_loss: 480.3805 - logcount_predictions_loss: 0.2454 82/2418 [>.............................] - ETA: 5:51 - loss: 484.7453 - logits_profile_predictions_loss: 480.4291 - logcount_predictions_loss: 0.2452 83/2418 [>.............................] - ETA: 5:51 - loss: 484.7859 - logits_profile_predictions_loss: 480.4720 - logcount_predictions_loss: 0.2451 84/2418 [>.............................] - ETA: 5:51 - loss: 484.8368 - logits_profile_predictions_loss: 480.5249 - logcount_predictions_loss: 0.2450 85/2418 [>.............................] - ETA: 5:51 - loss: 484.8835 - logits_profile_predictions_loss: 480.5734 - logcount_predictions_loss: 0.2449 86/2418 [>.............................] - ETA: 5:50 - loss: 484.9323 - logits_profile_predictions_loss: 480.6241 - logcount_predictions_loss: 0.2448 87/2418 [>.............................] - ETA: 5:50 - loss: 484.9772 - logits_profile_predictions_loss: 480.6707 - logcount_predictions_loss: 0.2447 88/2418 [>.............................] - ETA: 5:50 - loss: 485.0224 - logits_profile_predictions_loss: 480.7176 - logcount_predictions_loss: 0.2446 89/2418 [>.............................] - ETA: 5:50 - loss: 485.0685 - logits_profile_predictions_loss: 480.7657 - logcount_predictions_loss: 0.2445 90/2418 [>.............................] - ETA: 5:50 - loss: 485.1098 - logits_profile_predictions_loss: 480.8089 - logcount_predictions_loss: 0.2444 91/2418 [>.............................] - ETA: 5:50 - loss: 485.1550 - logits_profile_predictions_loss: 480.8559 - logcount_predictions_loss: 0.2443 92/2418 [>.............................] - ETA: 5:49 - loss: 485.2019 - logits_profile_predictions_loss: 480.9049 - logcount_predictions_loss: 0.2442 93/2418 [>.............................] - ETA: 5:49 - loss: 485.2528 - logits_profile_predictions_loss: 480.9576 - logcount_predictions_loss: 0.2440 94/2418 [>.............................] - ETA: 5:49 - loss: 485.3155 - logits_profile_predictions_loss: 481.0224 - logcount_predictions_loss: 0.2439 95/2418 [>.............................] - ETA: 5:49 - loss: 485.3771 - logits_profile_predictions_loss: 481.0860 - logcount_predictions_loss: 0.2438 96/2418 [>.............................] - ETA: 5:49 - loss: 485.4317 - logits_profile_predictions_loss: 481.1427 - logcount_predictions_loss: 0.2437 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[===========================>..] - ETA: 12s - loss: 491.9150 - logits_profile_predictions_loss: 487.6748 - logcount_predictions_loss: 0.2409 2334/2418 [===========================>..] - ETA: 12s - loss: 491.9150 - logits_profile_predictions_loss: 487.6748 - logcount_predictions_loss: 0.2409 2335/2418 [===========================>..] - ETA: 12s - loss: 491.9150 - logits_profile_predictions_loss: 487.6748 - logcount_predictions_loss: 0.2409 2336/2418 [===========================>..] - ETA: 12s - loss: 491.9149 - logits_profile_predictions_loss: 487.6748 - logcount_predictions_loss: 0.2409 2337/2418 [===========================>..] - ETA: 12s - loss: 491.9149 - logits_profile_predictions_loss: 487.6747 - logcount_predictions_loss: 0.2409 2338/2418 [============================>.] - ETA: 12s - loss: 491.9148 - logits_profile_predictions_loss: 487.6747 - logcount_predictions_loss: 0.2409 2339/2418 [============================>.] - ETA: 11s - loss: 491.9148 - logits_profile_predictions_loss: 487.6746 - logcount_predictions_loss: 0.2409 2340/2418 [============================>.] - ETA: 11s - loss: 491.9147 - logits_profile_predictions_loss: 487.6745 - logcount_predictions_loss: 0.2409 2341/2418 [============================>.] - ETA: 11s - loss: 491.9147 - logits_profile_predictions_loss: 487.6745 - logcount_predictions_loss: 0.2409 2342/2418 [============================>.] - ETA: 11s - loss: 491.9146 - logits_profile_predictions_loss: 487.6744 - logcount_predictions_loss: 0.2409 2343/2418 [============================>.] - ETA: 11s - loss: 491.9146 - logits_profile_predictions_loss: 487.6744 - logcount_predictions_loss: 0.2409 2344/2418 [============================>.] - ETA: 11s - loss: 491.9145 - logits_profile_predictions_loss: 487.6743 - logcount_predictions_loss: 0.2409 2345/2418 [============================>.] - ETA: 10s - loss: 491.9144 - logits_profile_predictions_loss: 487.6742 - logcount_predictions_loss: 0.2409 2346/2418 [============================>.] - ETA: 10s - loss: 491.9144 - logits_profile_predictions_loss: 487.6742 - logcount_predictions_loss: 0.2409 2347/2418 [============================>.] - ETA: 10s - loss: 491.9143 - logits_profile_predictions_loss: 487.6741 - logcount_predictions_loss: 0.2409 2348/2418 [============================>.] - ETA: 10s - loss: 491.9142 - logits_profile_predictions_loss: 487.6740 - logcount_predictions_loss: 0.2409 2349/2418 [============================>.] - ETA: 10s - loss: 491.9142 - logits_profile_predictions_loss: 487.6740 - logcount_predictions_loss: 0.2409 2350/2418 [============================>.] - ETA: 10s - loss: 491.9141 - logits_profile_predictions_loss: 487.6739 - logcount_predictions_loss: 0.2409 2351/2418 [============================>.] - ETA: 10s - loss: 491.9140 - logits_profile_predictions_loss: 487.6738 - logcount_predictions_loss: 0.2409 2352/2418 [============================>.] - ETA: 9s - loss: 491.9140 - logits_profile_predictions_loss: 487.6738 - logcount_predictions_loss: 0.2409  2353/2418 [============================>.] - ETA: 9s - loss: 491.9139 - logits_profile_predictions_loss: 487.6737 - logcount_predictions_loss: 0.2409 2354/2418 [============================>.] - ETA: 9s - loss: 491.9139 - logits_profile_predictions_loss: 487.6737 - logcount_predictions_loss: 0.2409 2355/2418 [============================>.] - ETA: 9s - loss: 491.9138 - logits_profile_predictions_loss: 487.6736 - logcount_predictions_loss: 0.2409 2356/2418 [============================>.] - ETA: 9s - loss: 491.9138 - logits_profile_predictions_loss: 487.6736 - logcount_predictions_loss: 0.2409 2357/2418 [============================>.] - ETA: 9s - loss: 491.9137 - logits_profile_predictions_loss: 487.6735 - logcount_predictions_loss: 0.2409 2358/2418 [============================>.] - ETA: 9s - loss: 491.9137 - logits_profile_predictions_loss: 487.6734 - logcount_predictions_loss: 0.2409 2359/2418 [============================>.] - ETA: 8s - loss: 491.9136 - logits_profile_predictions_loss: 487.6734 - logcount_predictions_loss: 0.2409 2360/2418 [============================>.] - ETA: 8s - loss: 491.9135 - logits_profile_predictions_loss: 487.6733 - logcount_predictions_loss: 0.2409 2361/2418 [============================>.] - ETA: 8s - loss: 491.9134 - logits_profile_predictions_loss: 487.6732 - logcount_predictions_loss: 0.2409 2362/2418 [============================>.] - ETA: 8s - loss: 491.9134 - logits_profile_predictions_loss: 487.6732 - logcount_predictions_loss: 0.2409 2363/2418 [============================>.] - ETA: 8s - loss: 491.9133 - logits_profile_predictions_loss: 487.6731 - logcount_predictions_loss: 0.2409 2364/2418 [============================>.] - ETA: 8s - loss: 491.9133 - logits_profile_predictions_loss: 487.6730 - logcount_predictions_loss: 0.2409 2365/2418 [============================>.] - ETA: 7s - loss: 491.9132 - logits_profile_predictions_loss: 487.6730 - logcount_predictions_loss: 0.2409 2366/2418 [============================>.] - ETA: 7s - loss: 491.9132 - logits_profile_predictions_loss: 487.6729 - logcount_predictions_loss: 0.2409 2367/2418 [============================>.] - ETA: 7s - loss: 491.9131 - logits_profile_predictions_loss: 487.6729 - logcount_predictions_loss: 0.2409 2368/2418 [============================>.] - ETA: 7s - loss: 491.9130 - logits_profile_predictions_loss: 487.6728 - logcount_predictions_loss: 0.2409 2369/2418 [============================>.] - ETA: 7s - loss: 491.9129 - logits_profile_predictions_loss: 487.6727 - logcount_predictions_loss: 0.2409 2370/2418 [============================>.] - ETA: 7s - loss: 491.9129 - logits_profile_predictions_loss: 487.6726 - logcount_predictions_loss: 0.2409 2371/2418 [============================>.] - ETA: 7s - loss: 491.9128 - logits_profile_predictions_loss: 487.6725 - logcount_predictions_loss: 0.2409 2372/2418 [============================>.] - ETA: 6s - loss: 491.9127 - logits_profile_predictions_loss: 487.6725 - logcount_predictions_loss: 0.2409 2373/2418 [============================>.] - ETA: 6s - loss: 491.9126 - logits_profile_predictions_loss: 487.6724 - logcount_predictions_loss: 0.2409 2374/2418 [============================>.] - ETA: 6s - loss: 491.9126 - logits_profile_predictions_loss: 487.6723 - logcount_predictions_loss: 0.2409 2375/2418 [============================>.] - ETA: 6s - loss: 491.9125 - logits_profile_predictions_loss: 487.6722 - logcount_predictions_loss: 0.2409 2376/2418 [============================>.] - ETA: 6s - loss: 491.9124 - logits_profile_predictions_loss: 487.6721 - logcount_predictions_loss: 0.2409 2377/2418 [============================>.] - ETA: 6s - loss: 491.9123 - logits_profile_predictions_loss: 487.6721 - logcount_predictions_loss: 0.2409 2378/2418 [============================>.] - ETA: 6s - loss: 491.9122 - logits_profile_predictions_loss: 487.6720 - logcount_predictions_loss: 0.2409 2379/2418 [============================>.] - ETA: 5s - loss: 491.9121 - logits_profile_predictions_loss: 487.6719 - logcount_predictions_loss: 0.2409 2380/2418 [============================>.] - ETA: 5s - loss: 491.9120 - logits_profile_predictions_loss: 487.6718 - logcount_predictions_loss: 0.2409 2381/2418 [============================>.] - ETA: 5s - loss: 491.9120 - logits_profile_predictions_loss: 487.6717 - logcount_predictions_loss: 0.2409 2382/2418 [============================>.] - ETA: 5s - loss: 491.9119 - logits_profile_predictions_loss: 487.6716 - logcount_predictions_loss: 0.2409 2383/2418 [============================>.] - ETA: 5s - loss: 491.9118 - logits_profile_predictions_loss: 487.6715 - logcount_predictions_loss: 0.2409 2384/2418 [============================>.] - ETA: 5s - loss: 491.9117 - logits_profile_predictions_loss: 487.6714 - logcount_predictions_loss: 0.2409 2385/2418 [============================>.] - ETA: 4s - loss: 491.9116 - logits_profile_predictions_loss: 487.6713 - logcount_predictions_loss: 0.2409 2386/2418 [============================>.] - ETA: 4s - loss: 491.9116 - logits_profile_predictions_loss: 487.6713 - logcount_predictions_loss: 0.2409 2387/2418 [============================>.] - ETA: 4s - loss: 491.9115 - logits_profile_predictions_loss: 487.6712 - logcount_predictions_loss: 0.2409 2388/2418 [============================>.] - ETA: 4s - loss: 491.9114 - logits_profile_predictions_loss: 487.6711 - logcount_predictions_loss: 0.2409 2389/2418 [============================>.] - ETA: 4s - loss: 491.9113 - logits_profile_predictions_loss: 487.6710 - logcount_predictions_loss: 0.2409 2390/2418 [============================>.] - ETA: 4s - loss: 491.9113 - logits_profile_predictions_loss: 487.6710 - logcount_predictions_loss: 0.2409 2391/2418 [============================>.] - ETA: 4s - loss: 491.9112 - logits_profile_predictions_loss: 487.6709 - logcount_predictions_loss: 0.2409 2392/2418 [============================>.] - ETA: 3s - loss: 491.9111 - logits_profile_predictions_loss: 487.6708 - logcount_predictions_loss: 0.2409 2393/2418 [============================>.] - ETA: 3s - loss: 491.9111 - logits_profile_predictions_loss: 487.6708 - logcount_predictions_loss: 0.2409 2394/2418 [============================>.] - ETA: 3s - loss: 491.9110 - logits_profile_predictions_loss: 487.6707 - logcount_predictions_loss: 0.2409 2395/2418 [============================>.] - ETA: 3s - loss: 491.9109 - logits_profile_predictions_loss: 487.6706 - logcount_predictions_loss: 0.2409 2396/2418 [============================>.] - ETA: 3s - loss: 491.9109 - logits_profile_predictions_loss: 487.6706 - logcount_predictions_loss: 0.2409 2397/2418 [============================>.] - ETA: 3s - loss: 491.9108 - logits_profile_predictions_loss: 487.6705 - logcount_predictions_loss: 0.2409 2398/2418 [============================>.] - ETA: 3s - loss: 491.9108 - logits_profile_predictions_loss: 487.6705 - logcount_predictions_loss: 0.2409 2399/2418 [============================>.] - ETA: 2s - loss: 491.9107 - logits_profile_predictions_loss: 487.6704 - logcount_predictions_loss: 0.2409 2400/2418 [============================>.] - ETA: 2s - loss: 491.9107 - logits_profile_predictions_loss: 487.6703 - logcount_predictions_loss: 0.2409 2401/2418 [============================>.] - ETA: 2s - loss: 491.9106 - logits_profile_predictions_loss: 487.6703 - logcount_predictions_loss: 0.2409 2402/2418 [============================>.] - ETA: 2s - loss: 491.9106 - logits_profile_predictions_loss: 487.6703 - logcount_predictions_loss: 0.2409 2403/2418 [============================>.] - ETA: 2s - loss: 491.9106 - logits_profile_predictions_loss: 487.6702 - logcount_predictions_loss: 0.2409 2404/2418 [============================>.] - ETA: 2s - loss: 491.9105 - logits_profile_predictions_loss: 487.6702 - logcount_predictions_loss: 0.2409 2405/2418 [============================>.] - ETA: 1s - loss: 491.9105 - logits_profile_predictions_loss: 487.6702 - logcount_predictions_loss: 0.2409 2406/2418 [============================>.] - ETA: 1s - loss: 491.9105 - logits_profile_predictions_loss: 487.6701 - logcount_predictions_loss: 0.2409 2407/2418 [============================>.] - ETA: 1s - loss: 491.9104 - logits_profile_predictions_loss: 487.6701 - logcount_predictions_loss: 0.2409 2408/2418 [============================>.] - ETA: 1s - loss: 491.9104 - logits_profile_predictions_loss: 487.6701 - logcount_predictions_loss: 0.2409 2409/2418 [============================>.] - ETA: 1s - loss: 491.9104 - logits_profile_predictions_loss: 487.6700 - logcount_predictions_loss: 0.2409 2410/2418 [============================>.] - ETA: 1s - loss: 491.9103 - logits_profile_predictions_loss: 487.6700 - logcount_predictions_loss: 0.2409 2411/2418 [============================>.] - ETA: 1s - loss: 491.9103 - logits_profile_predictions_loss: 487.6700 - logcount_predictions_loss: 0.2409 2412/2418 [============================>.] - ETA: 0s - loss: 491.9103 - logits_profile_predictions_loss: 487.6700 - logcount_predictions_loss: 0.2409 2413/2418 [============================>.] - ETA: 0s - loss: 491.9103 - logits_profile_predictions_loss: 487.6699 - logcount_predictions_loss: 0.2409 2414/2418 [============================>.] - ETA: 0s - loss: 491.9102 - logits_profile_predictions_loss: 487.6699 - logcount_predictions_loss: 0.2409 2415/2418 [============================>.] - ETA: 0s - loss: 491.9102 - logits_profile_predictions_loss: 487.6699 - logcount_predictions_loss: 0.2409 2416/2418 [============================>.] - ETA: 0s - loss: 491.9102 - logits_profile_predictions_loss: 487.6698 - logcount_predictions_loss: 0.2409 2417/2418 [============================>.] - ETA: 0s - loss: 491.9101 - logits_profile_predictions_loss: 487.6698 - logcount_predictions_loss: 0.2409 2418/2418 [==============================] - ETA: 0s - loss: 491.9101 - logits_profile_predictions_loss: 487.6698 - logcount_predictions_loss: 0.2409 2418/2418 [==============================] - 382s 158ms/step - loss: 491.9101 - logits_profile_predictions_loss: 487.6697 - logcount_predictions_loss: 0.2409 - val_loss: 541.9778 - val_logits_profile_predictions_loss: 535.7453 - val_logcount_predictions_loss: 0.3541 Epoch 00020: val_loss did not improve from 534.96735 Restoring model weights from the end of the best epoch. Epoch 00020: early stopping save model save model without bias 2022-03-24_01-21-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/bigWigs/ENCSR819GAF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42361, 10) loading nonpeaks... got split:test for bed regions:(42361, 10) 0/331 100/331 200/331 300/331 2022-03-24_01-25-16: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/bigWigs/ENCSR819GAF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42361, 10) loading nonpeaks... got split:test for bed regions:(42361, 10) 0/331 100/331 200/331 300/331 2022-03-24_01-28-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//preprocessing/bigWigs/ENCSR819GAF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42361, 10) loading nonpeaks... got split:test for bed regions:(42361, 10) 0/331 100/331 200/331 300/331 2022-03-24_01-31-33: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//footprints 2022-03-24_01-31-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 4:00 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 15s 5/38 [==>...........................] - ETA: 16s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 17s 8/38 [=====>........................] - ETA: 16s 9/38 [======>.......................] - ETA: 16s 10/38 [======>.......................] - ETA: 16s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 15s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 12s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 34s 744ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 669ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 669ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 670ms/step Saving marginal footprints 2022-03-24_01-33-42: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//footprints 2022-03-24_01-33-42: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR819GAF//chrombpnet_model_encsr880cub_bias//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 1:48 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 5s 68ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step Saving marginal footprints